Machine Learning Specialization

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Details

Nome:	Machine Learning Specialization
Description: Description Build Intelligent Applications. Master machine learning fundamentals in four hands-on courses. SKILLS YOU WILL GAIN Data Clustering Algorithms Machine Learning Classification Algorithms Decision Tree Python Programming Machine Learning Concepts Deep Learning Linear Regression Ridge Regression Lasso (Statistics) Regression Analysis Logistic Regression Last Updated 6/2023
Video YouTube:
Categoria:	Tutorials
Idioma:	English
Total Size:	13.16 GB
Informações Hash:	1C6FE20E31AFAB2F041D8BC4299B968B95EEE660
Adicionado por:	tutsnode
Data adicionada:	2023-07-19 02:52:50
Torrent Status:	Torrent Verified

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TutsNode.net.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.srt	5.36 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.txt	2.84 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.mp4	10.64 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.en.srt	18.27 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.en.txt	9.52 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.mp4	26.86 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.en.srt	26.60 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.en.txt	13.99 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.mp4	24.19 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.en.srt	10.18 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.en.txt	5.33 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.mp4	14.59 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.en.srt	12.99 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.en.txt	6.84 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.mp4	20.43 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.en.srt	11.73 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.en.txt	6.06 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.mp4	17.03 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.en.srt	6.96 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.en.txt	4.34 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.mp4	12.55 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.en.srt	10.03 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.en.txt	5.25 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.mp4	16.82 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.en.srt	13.17 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.en.txt	8.25 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.mp4	24.83 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.en.srt	10.69 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.en.txt	6.87 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.mp4	24.40 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.en.srt	6.05 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.en.txt	3.84 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.mp4	12.38 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.en.srt	11.61 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.en.txt	6.01 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.mp4	21.33 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/05_speculations-on-artificial-general-intelligence-agi/01_is-there-a-path-to-agi.en.srt	16.42 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/05_speculations-on-artificial-general-intelligence-agi/01_is-there-a-path-to-agi.en.txt	8.59 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/05_speculations-on-artificial-general-intelligence-agi/01_is-there-a-path-to-agi.mp4	28.09 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.en.srt	6.12 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.en.txt	3.17 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.mp4	12.24 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/02_matrix-multiplication.en.srt	12.33 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/02_matrix-multiplication.en.txt	6.39 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/02_matrix-multiplication.mp4	15.89 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/03_matrix-multiplication-rules.en.srt	11.38 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/03_matrix-multiplication-rules.en.txt	7.08 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/03_matrix-multiplication-rules.mp4	16.14 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/04_matrix-multiplication-code.en.srt	8.82 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/04_matrix-multiplication-code.en.txt	4.58 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/04_matrix-multiplication-code.mp4	13.38 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.en.srt	5.94 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.en.txt	3.09 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.mp4	11.40 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.en.srt	20.89 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.en.txt	10.91 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.mp4	24.08 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.en.srt	6.83 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.en.txt	4.31 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.mp4	11.96 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.en.srt	13.76 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.en.txt	7.24 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.mp4	23.39 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.en.srt	7.63 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.en.txt	4.01 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.mp4	12.93 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.srt	4.28 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.txt	2.76 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.mp4	8.37 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.en.srt	15.38 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.en.txt	7.93 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.mp4	20.69 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.en.srt	9.07 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.en.txt	5.76 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.mp4	15.03 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.en.srt	13.39 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.en.txt	7.07 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.mp4	15.05 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.en.srt	6.76 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.en.txt	3.58 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.mp4	11.31 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.en.srt	10.54 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.en.txt	5.56 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.mp4	15.57 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.en.srt	11.31 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.en.txt	7.24 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.mp4	19.53 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.en.srt	29.72 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.en.txt	15.20 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.mp4	38.30 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.en.srt	26.39 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.en.txt	13.61 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.mp4	29.97 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.en.srt	11.92 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.en.txt	7.31 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.mp4	26.11 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/01_deciding-what-to-try-next.en.srt	6.77 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/01_deciding-what-to-try-next.en.txt	3.56 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/01_deciding-what-to-try-next.mp4	11.45 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/02_evaluating-a-model.en.srt	12.81 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/02_evaluating-a-model.en.txt	8.14 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/02_evaluating-a-model.mp4	19.45 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/03_model-selection-and-training-cross-validation-test-sets.en.srt	21.28 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/03_model-selection-and-training-cross-validation-test-sets.en.txt	11.23 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/03_model-selection-and-training-cross-validation-test-sets.mp4	29.62 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/01_diagnosing-bias-and-variance.en.srt	17.79 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/01_diagnosing-bias-and-variance.en.txt	9.25 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/01_diagnosing-bias-and-variance.mp4	20.30 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/02_regularization-and-bias-variance.en.srt	16.26 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/02_regularization-and-bias-variance.en.txt	8.30 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/02_regularization-and-bias-variance.mp4	21.11 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/03_establishing-a-baseline-level-of-performance.en.srt	15.85 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/03_establishing-a-baseline-level-of-performance.en.txt	8.26 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/03_establishing-a-baseline-level-of-performance.mp4	19.39 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/04_learning-curves.en.srt	20.05 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/04_learning-curves.en.txt	10.49 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/04_learning-curves.mp4	23.28 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/05_deciding-what-to-try-next-revisited.en.srt	14.51 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/05_deciding-what-to-try-next-revisited.en.txt	7.75 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/05_deciding-what-to-try-next-revisited.mp4	28.02 MB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/06_bias-variance-and-neural-networks.en.srt	14.58 kB
[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/06_bias-variance-and-neural-networks.en.txt	9.46 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/01_linear-classifiers/01_slides-presented-in-this-module_logistic-regression-model-annotated.pdf	11.49 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/01_linear-classifiers/04_decision-boundaries.mp4	11.10 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/01_linear-classifiers/06_effect-of-coefficient-values-on-decision-boundary.mp4	7.65 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/02_class-probabilities/02_review-of-basics-of-probabilities.mp4	15.54 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/02_class-probabilities/03_review-of-basics-of-conditional-probabilities.mp4	19.91 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/01_predicting-class-probabilities-with-generalized-linear-models.en.txt	4.30 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/01_predicting-class-probabilities-with-generalized-linear-models.mp4	19.87 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/02_the-sigmoid-or-logistic-link-function.en.srt	5.59 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/02_the-sigmoid-or-logistic-link-function.en.txt	3.21 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/02_the-sigmoid-or-logistic-link-function.mp4	12.01 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/04_effect-of-coefficient-values-on-predicted-probabilities.en.txt	4.94 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/04_effect-of-coefficient-values-on-predicted-probabilities.mp4	16.99 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/05_overview-of-learning-logistic-regression-models.en.srt	3.16 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/05_overview-of-learning-logistic-regression-models.en.txt	2.04 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/05_overview-of-learning-logistic-regression-models.mp4	7.87 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/04_practical-issues-for-classification/01_encoding-categorical-inputs.mp4	14.56 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/04_practical-issues-for-classification/02_multiclass-classification-with-1-versus-all.en.srt	9.77 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/04_practical-issues-for-classification/02_multiclass-classification-with-1-versus-all.en.txt	6.05 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/04_practical-issues-for-classification/02_multiclass-classification-with-1-versus-all.mp4	22.67 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/05_summarizing-linear-classifiers-logistic-regression/01_recap-of-logistic-regression-classifier.en.srt	1.89 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/05_summarizing-linear-classifiers-logistic-regression/01_recap-of-logistic-regression-classifier.en.txt	1.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/05_summarizing-linear-classifiers-logistic-regression/01_recap-of-logistic-regression-classifier.mp4	5.20 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/06_programming-assignment/01_predicting-sentiment-from-product-reviews_amazon_baby.csv.zip	28.67 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/06_programming-assignment/01_predicting-sentiment-from-product-reviews_amazon_baby.gl.zip	40.34 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/06_programming-assignment/01_predicting-sentiment-from-product-reviews_amazon_baby.sframe.zip	40.33 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/06_programming-assignment/01_predicting-sentiment-from-product-reviews_CLA02-NB01.ipynb.zip	6.46 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/06_programming-assignment/01_predicting-sentiment-from-product-reviews_instructions.html	24.88 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/06_programming-assignment/01_predicting-sentiment-from-product-reviews_module-2-assignment-test-idx.json.zip	46.63 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/06_programming-assignment/01_predicting-sentiment-from-product-reviews_module-2-assignment-train-idx.json.zip	163.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/06_programming-assignment/01_predicting-sentiment-from-product-reviews_sklearn.linear_model.LogisticRegression.html	82.61 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/01_slides-presented-in-this-module_instructions.html	1.14 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/01_slides-presented-in-this-module_logistic-regression-learning-annotated.pdf	3.01 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/03_intuition-behind-maximum-likelihood-estimation.mp4	11.32 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/04_data-likelihood.en.srt	9.98 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/05_finding-best-linear-classifier-with-gradient-ascent.en.txt	2.74 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/05_finding-best-linear-classifier-with-gradient-ascent.mp4	9.94 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/01_review-of-gradient-ascent.en.txt	4.79 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/01_review-of-gradient-ascent.mp4	15.46 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/02_learning-algorithm-for-logistic-regression.en.srt	4.14 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/02_learning-algorithm-for-logistic-regression.mp4	8.00 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/03_example-of-computing-derivative-for-logistic-regression.en.srt	7.10 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/03_example-of-computing-derivative-for-logistic-regression.mp4	13.75 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/04_interpreting-derivative-for-logistic-regression.en.srt	6.53 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/04_interpreting-derivative-for-logistic-regression.en.txt	3.95 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/04_interpreting-derivative-for-logistic-regression.mp4	13.67 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/05_summary-of-gradient-ascent-for-logistic-regression.en.srt	2.64 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/05_summary-of-gradient-ascent-for-logistic-regression.en.txt	1.58 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/05_summary-of-gradient-ascent-for-logistic-regression.mp4	6.15 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/03_choosing-step-size-for-gradient-ascent-descent/01_choosing-step-size.en.srt	7.57 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/03_choosing-step-size-for-gradient-ascent-descent/01_choosing-step-size.en.txt	4.69 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/03_choosing-step-size-for-gradient-ascent-descent/01_choosing-step-size.mp4	14.40 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/03_choosing-step-size-for-gradient-ascent-descent/02_careful-with-step-sizes-that-are-too-large.en.srt	5.29 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/03_choosing-step-size-for-gradient-ascent-descent/02_careful-with-step-sizes-that-are-too-large.en.txt	3.24 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/03_choosing-step-size-for-gradient-ascent-descent/02_careful-with-step-sizes-that-are-too-large.mp4	11.16 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/03_choosing-step-size-for-gradient-ascent-descent/03_rule-of-thumb-for-choosing-step-size.en.srt	4.30 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/03_choosing-step-size-for-gradient-ascent-descent/03_rule-of-thumb-for-choosing-step-size.en.txt	2.59 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/03_choosing-step-size-for-gradient-ascent-descent/03_rule-of-thumb-for-choosing-step-size.mp4	9.36 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/01_very-optional-deriving-gradient-of-logistic-regression-log-trick.en.srt	5.59 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/01_very-optional-deriving-gradient-of-logistic-regression-log-trick.en.txt	3.37 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/01_very-optional-deriving-gradient-of-logistic-regression-log-trick.mp4	12.89 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/02_very-optional-expressing-the-log-likelihood.en.srt	3.75 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/02_very-optional-expressing-the-log-likelihood.en.txt	2.26 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/02_very-optional-expressing-the-log-likelihood.mp4	7.06 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/03_very-optional-deriving-probability-y-1-given-x.en.srt	2.11 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/03_very-optional-deriving-probability-y-1-given-x.en.txt	1.19 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/03_very-optional-deriving-probability-y-1-given-x.mp4	4.96 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/04_very-optional-rewriting-the-log-likelihood-into-a-simpler-form.en.srt	8.06 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/04_very-optional-rewriting-the-log-likelihood-into-a-simpler-form.en.txt	4.71 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/04_very-optional-rewriting-the-log-likelihood-into-a-simpler-form.mp4	17.99 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/05_very-optional-deriving-gradient-of-log-likelihood.en.srt	8.52 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/05_very-optional-deriving-gradient-of-log-likelihood.en.txt	5.10 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/05_very-optional-deriving-gradient-of-log-likelihood.mp4	17.85 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/05_summarizing-learning-linear-classifiers/01_recap-of-learning-logistic-regression-classifiers.en.srt	2.55 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/05_summarizing-learning-linear-classifiers/01_recap-of-learning-logistic-regression-classifiers.en.txt	1.60 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/05_summarizing-learning-linear-classifiers/01_recap-of-learning-logistic-regression-classifiers.mp4	6.96 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/06_programming-assignment/01_implementing-logistic-regression-from-scratch_amazon_baby_subset.csv.zip	9.16 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/06_programming-assignment/01_implementing-logistic-regression-from-scratch_amazon_baby_subset.gl.zip	12.73 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/06_programming-assignment/01_implementing-logistic-regression-from-scratch_amazon_baby_subset.sframe.zip	12.73 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/06_programming-assignment/01_implementing-logistic-regression-from-scratch_CLA03-NB01.ipynb.zip	6.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/06_programming-assignment/01_implementing-logistic-regression-from-scratch_important_words.json.zip	862.00 B
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/06_programming-assignment/01_implementing-logistic-regression-from-scratch_instructions.html	30.78 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/06_programming-assignment/01_implementing-logistic-regression-from-scratch_module-3-assignment-numpy-arrays.npz.zip	1.16 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/06_programming-assignment/01_implementing-logistic-regression-from-scratch_module-3-linear-classifier-learning-assignment-blank.ipynb.zip	6.41 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/01_slides-presented-in-this-module_instructions.html	1.14 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/01_slides-presented-in-this-module_logistic-regression-overfitting-annotated.pdf	2.56 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/02_evaluating-a-classifier.en.srt	4.58 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/02_evaluating-a-classifier.en.txt	2.87 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/02_evaluating-a-classifier.mp4	9.26 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/03_review-of-overfitting-in-regression.en.srt	4.72 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/03_review-of-overfitting-in-regression.en.txt	2.97 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/03_review-of-overfitting-in-regression.mp4	9.60 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/04_overfitting-in-classification.en.srt	6.48 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/04_overfitting-in-classification.en.txt	4.03 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/04_overfitting-in-classification.mp4	14.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/05_visualizing-overfitting-with-high-degree-polynomial-features.en.srt	5.01 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/05_visualizing-overfitting-with-high-degree-polynomial-features.en.txt	3.16 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/01_overfitting-in-classification/05_visualizing-overfitting-with-high-degree-polynomial-features.mp4	9.93 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/02_overconfident-predictions-due-to-overfitting/01_overfitting-in-classifiers-leads-to-overconfident-predictions.en.srt	6.55 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/02_overconfident-predictions-due-to-overfitting/01_overfitting-in-classifiers-leads-to-overconfident-predictions.en.txt	4.04 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/02_overconfident-predictions-due-to-overfitting/01_overfitting-in-classifiers-leads-to-overconfident-predictions.mp4	14.13 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/02_overconfident-predictions-due-to-overfitting/02_visualizing-overconfident-predictions.en.srt	5.55 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/02_overconfident-predictions-due-to-overfitting/02_visualizing-overconfident-predictions.en.txt	3.50 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/02_overconfident-predictions-due-to-overfitting/02_visualizing-overconfident-predictions.mp4	10.19 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/02_overconfident-predictions-due-to-overfitting/03_optional-another-perspecting-on-overfitting-in-logistic-regression.en.srt	10.98 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/02_overconfident-predictions-due-to-overfitting/03_optional-another-perspecting-on-overfitting-in-logistic-regression.en.txt	6.81 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/02_overconfident-predictions-due-to-overfitting/03_optional-another-perspecting-on-overfitting-in-logistic-regression.mp4	21.68 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/03_l2-regularized-logistic-regression/01_penalizing-large-coefficients-to-mitigate-overfitting.en.srt	7.01 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/03_l2-regularized-logistic-regression/01_penalizing-large-coefficients-to-mitigate-overfitting.mp4	14.82 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/03_l2-regularized-logistic-regression/02_l2-regularized-logistic-regression.en.srt	5.96 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/03_l2-regularized-logistic-regression/03_visualizing-effect-of-l2-regularization-in-logistic-regression.en.srt	6.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/03_l2-regularized-logistic-regression/03_visualizing-effect-of-l2-regularization-in-logistic-regression.en.txt	4.35 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/03_l2-regularized-logistic-regression/03_visualizing-effect-of-l2-regularization-in-logistic-regression.mp4	13.56 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/03_l2-regularized-logistic-regression/04_learning-l2-regularized-logistic-regression-with-gradient-ascent.en.srt	9.29 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/03_l2-regularized-logistic-regression/04_learning-l2-regularized-logistic-regression-with-gradient-ascent.en.txt	5.71 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/04_sparse-logistic-regression/01_sparse-logistic-regression-with-l1-regularization.en.srt	9.15 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/04_sparse-logistic-regression/01_sparse-logistic-regression-with-l1-regularization.mp4	20.75 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/05_summarizing-overfitting-regularization-in-logistic-regression/01_recap-of-overfitting-regularization-in-logistic-regression.en.srt	1.31 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/05_summarizing-overfitting-regularization-in-logistic-regression/01_recap-of-overfitting-regularization-in-logistic-regression.en.txt	808.00 B
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/05_summarizing-overfitting-regularization-in-logistic-regression/01_recap-of-overfitting-regularization-in-logistic-regression.mp4	3.83 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_amazon_baby_subset.csv.zip	9.16 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_amazon_baby_subset.gl.zip	12.73 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_amazon_baby_subset.sframe.zip	12.73 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_CLA04-NB01.ipynb.zip	7.46 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_instructions.html	90.47 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_module-4-assignment-numpy-arrays.npz.zip	1.16 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_module-4-assignment-train-idx.json.zip	47.14 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_module-4-assignment-validation-idx.json.zip	16.93 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_module-4-linear-classifier-regularization-assignment-blank.ipyn	7.03 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/01_intuition-behind-decision-trees/01_slides-presented-in-this-module_decision-trees-annotated.pdf	2.85 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/01_intuition-behind-decision-trees/02_predicting-loan-defaults-with-decision-trees.mp4	13.74 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/01_intuition-behind-decision-trees/03_intuition-behind-decision-trees.mp4	5.90 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/01_intuition-behind-decision-trees/04_task-of-learning-decision-trees-from-data.mp4	10.97 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/02_learning-decision-trees/01_recursive-greedy-algorithm.en.srt	5.78 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/02_learning-decision-trees/01_recursive-greedy-algorithm.mp4	11.15 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/02_learning-decision-trees/02_learning-a-decision-stump.en.srt	5.10 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/02_learning-decision-trees/02_learning-a-decision-stump.mp4	12.90 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/02_learning-decision-trees/03_selecting-best-feature-to-split-on.mp4	15.14 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/02_learning-decision-trees/04_when-to-stop-recursing.en.srt	6.16 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/02_learning-decision-trees/04_when-to-stop-recursing.mp4	15.50 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/03_using-the-learned-decision-tree/01_making-predictions-with-decision-trees.en.srt	1.82 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/03_using-the-learned-decision-tree/01_making-predictions-with-decision-trees.mp4	4.84 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/03_using-the-learned-decision-tree/02_multiclass-classification-with-decision-trees.mp4	7.00 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/01_threshold-splits-for-continuous-inputs.en.srt	7.93 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/01_threshold-splits-for-continuous-inputs.en.txt	4.88 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/01_threshold-splits-for-continuous-inputs.mp4	17.28 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/02_optional-picking-the-best-threshold-to-split-on.en.srt	4.08 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/02_optional-picking-the-best-threshold-to-split-on.en.txt	2.53 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/02_optional-picking-the-best-threshold-to-split-on.mp4	9.47 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/03_visualizing-decision-boundaries.en.srt	7.35 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/03_visualizing-decision-boundaries.en.txt	4.60 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/03_visualizing-decision-boundaries.mp4	13.20 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/05_summarizing-decision-trees/01_recap-of-decision-trees.en.srt	1.27 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/05_summarizing-decision-trees/01_recap-of-decision-trees.en.txt	804.00 B
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/05_summarizing-decision-trees/01_recap-of-decision-trees.mp4	3.43 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/06_programming-assignment-1/01_identifying-safe-loans-with-decision-trees_CLA05-NB01.ipynb.zip	6.21 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/06_programming-assignment-1/01_identifying-safe-loans-with-decision-trees_graphlab.SFrame.to_numpy.html	281.42 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/06_programming-assignment-1/01_identifying-safe-loans-with-decision-trees_instructions.html	25.01 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/06_programming-assignment-1/01_identifying-safe-loans-with-decision-trees_lending-club-data.csv.zip	18.53 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/06_programming-assignment-1/01_identifying-safe-loans-with-decision-trees_lending-club-data.gl.zip	19.38 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/06_programming-assignment-1/01_identifying-safe-loans-with-decision-trees_lending-club-data.sframe.zip	19.38 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/06_programming-assignment-1/01_identifying-safe-loans-with-decision-trees_module-5-assignment-1-train-idx.json.zip	55.12 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/06_programming-assignment-1/01_identifying-safe-loans-with-decision-trees_module-5-assignment-1-validation-idx.json.zip	18.94 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/06_programming-assignment-1/01_identifying-safe-loans-with-decision-trees_sklearn.tree.DecisionTreeClassifier.html	74.90 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_CLA05-NB02.ipynb.zip	8.24 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_instructions.html	30.75 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_lending-club-data.csv.zip	18.53 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_lending-club-data.gl.zip	19.38 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_lending-club-data.sframe.zip	19.38 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_module-5-assignment-2-test-idx.json.zip	18.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_module-5-assignment-2-train-idx.json.zip	55.12 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_module-5-decision-tree-assignment-2-blank.ipynb.zip	7.74 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/01_overfitting-in-decision-trees/01_slides-presented-in-this-module_decision-trees-overfitting-annotated.pdf	3.10 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/01_overfitting-in-decision-trees/01_slides-presented-in-this-module_instructions.html	1.16 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/01_overfitting-in-decision-trees/02_a-review-of-overfitting.en.srt	3.46 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/01_overfitting-in-decision-trees/02_a-review-of-overfitting.en.txt	2.24 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/01_overfitting-in-decision-trees/02_a-review-of-overfitting.mp4	7.18 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/01_overfitting-in-decision-trees/03_overfitting-in-decision-trees.en.srt	7.34 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/01_overfitting-in-decision-trees/03_overfitting-in-decision-trees.en.txt	4.49 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/01_overfitting-in-decision-trees/03_overfitting-in-decision-trees.mp4	16.82 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/02_early-stopping-to-avoid-overfitting/01_principle-of-occams-razor-learning-simpler-decision-trees.en.srt	6.67 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/02_early-stopping-to-avoid-overfitting/01_principle-of-occams-razor-learning-simpler-decision-trees.en.txt	4.19 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/02_early-stopping-to-avoid-overfitting/01_principle-of-occams-razor-learning-simpler-decision-trees.mp4	14.50 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/02_early-stopping-to-avoid-overfitting/02_early-stopping-in-learning-decision-trees.en.srt	9.41 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/02_early-stopping-to-avoid-overfitting/02_early-stopping-in-learning-decision-trees.en.txt	5.83 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/02_early-stopping-to-avoid-overfitting/02_early-stopping-in-learning-decision-trees.mp4	22.21 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/03_optional-lesson-pruning-decision-trees/01_optional-motivating-pruning.en.srt	10.36 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/03_optional-lesson-pruning-decision-trees/01_optional-motivating-pruning.en.txt	6.36 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/03_optional-lesson-pruning-decision-trees/01_optional-motivating-pruning.mp4	21.63 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/03_optional-lesson-pruning-decision-trees/02_optional-pruning-decision-trees-to-avoid-overfitting.en.srt	7.53 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/03_optional-lesson-pruning-decision-trees/02_optional-pruning-decision-trees-to-avoid-overfitting.en.txt	4.65 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/03_optional-lesson-pruning-decision-trees/02_optional-pruning-decision-trees-to-avoid-overfitting.mp4	16.72 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/03_optional-lesson-pruning-decision-trees/03_optional-tree-pruning-algorithm.en.srt	4.69 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/03_optional-lesson-pruning-decision-trees/03_optional-tree-pruning-algorithm.en.txt	3.01 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/03_optional-lesson-pruning-decision-trees/03_optional-tree-pruning-algorithm.mp4	11.89 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/04_summarizing-preventing-overfitting-in-decision-trees/01_recap-of-overfitting-and-regularization-in-decision-trees.en.srt	1.71 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/04_summarizing-preventing-overfitting-in-decision-trees/01_recap-of-overfitting-and-regularization-in-decision-trees.en.txt	1.02 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/04_summarizing-preventing-overfitting-in-decision-trees/01_recap-of-overfitting-and-regularization-in-decision-trees.mp4	4.85 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/05_programming-assignment/01_decision-trees-in-practice_CLA06-NB01.ipynb.zip	8.64 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/05_programming-assignment/01_decision-trees-in-practice_module-6-assignment-train-idx.json.zip	55.12 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/05_programming-assignment/01_decision-trees-in-practice_module-6-decision-tree-practical-assignment-blank.zip	8.22 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/07_handling-missing-data/02_strategy-3-modify-learning-algorithm-to-explicitly-handle-missing-data/01_modifying-decision-trees-to-handle-missing-data.en.srt	6.43 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/07_handling-missing-data/02_strategy-3-modify-learning-algorithm-to-explicitly-handle-missing-data/02_feature-split-selection-with-missing-data.en.srt	7.16 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/04_programming-assignment-1/01_exploring-ensemble-methods_module-8-assignment-1-train-idx.json.zip	55.03 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/04_programming-assignment-1/01_exploring-ensemble-methods_module-8-assignment-1-validation-idx.json.zip	18.93 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/07_programming-assignment-2/01_boosting-a-decision-stump_CLA08-NB02.ipynb.zip	10.20 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/07_programming-assignment-2/01_boosting-a-decision-stump_lending-club-data.csv.zip	18.53 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/07_programming-assignment-2/01_boosting-a-decision-stump_lending-club-data.sframe.zip	19.38 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/07_programming-assignment-2/01_boosting-a-decision-stump_module-8-assignment-2-test-idx.json.zip	18.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/07_programming-assignment-2/01_boosting-a-decision-stump_module-8-assignment-2-train-idx.json.zip	55.12 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/07_programming-assignment-2/01_boosting-a-decision-stump_module-8-boosting-assignment-2-blank.ipynb.zip	9.76 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/01_why-use-precision-recall-as-quality-metrics/01_slides-presented-in-this-module_instructions.html	1.12 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/01_why-use-precision-recall-as-quality-metrics/01_slides-presented-in-this-module_precision-recall.pdf	1.93 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/01_why-use-precision-recall-as-quality-metrics/02_case-study-where-accuracy-is-not-best-metric-for-classification.en.srt	5.59 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/01_why-use-precision-recall-as-quality-metrics/02_case-study-where-accuracy-is-not-best-metric-for-classification.en.txt	3.48 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/01_why-use-precision-recall-as-quality-metrics/02_case-study-where-accuracy-is-not-best-metric-for-classification.mp4	12.61 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/01_why-use-precision-recall-as-quality-metrics/03_what-is-good-performance-for-a-classifier.en.srt	5.45 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/01_why-use-precision-recall-as-quality-metrics/03_what-is-good-performance-for-a-classifier.en.txt	3.37 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/01_why-use-precision-recall-as-quality-metrics/03_what-is-good-performance-for-a-classifier.mp4	13.81 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/02_precision-recall-explained/01_precision-fraction-of-positive-predictions-that-are-actually-positive.en.srt	7.54 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/02_precision-recall-explained/01_precision-fraction-of-positive-predictions-that-are-actually-positive.en.txt	4.56 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/02_precision-recall-explained/01_precision-fraction-of-positive-predictions-that-are-actually-positive.mp4	15.57 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/02_precision-recall-explained/02_recall-fraction-of-positive-data-predicted-to-be-positive.en.srt	4.26 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/02_precision-recall-explained/02_recall-fraction-of-positive-data-predicted-to-be-positive.en.txt	2.68 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/02_precision-recall-explained/02_recall-fraction-of-positive-data-predicted-to-be-positive.mp4	10.56 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/03_the-precision-recall-tradeoff/03_precision-recall-curve.mp4	15.66 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/05_programming-assignment/01_exploring-precision-and-recall_amazon_baby.csv.zip	28.67 MB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/05_programming-assignment/01_exploring-precision-and-recall_CLA09-NB01.ipynb.zip	6.34 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/05_programming-assignment/01_exploring-precision-and-recall_module-9-assignment-test-idx.json.zip	46.63 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/05_programming-assignment/01_exploring-precision-and-recall_module-9-assignment-train-idx.json.zip	163.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/01_scaling-ml-to-huge-datasets/01_slides-presented-in-this-module_instructions.html	1.14 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/01_scaling-ml-to-huge-datasets/01_slides-presented-in-this-module_online-learning-annotated.pdf	3.65 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/01_scaling-ml-to-huge-datasets/02_gradient-ascent-won-t-scale-to-todays-huge-datasets.en.srt	5.11 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/01_scaling-ml-to-huge-datasets/02_gradient-ascent-won-t-scale-to-todays-huge-datasets.en.txt	3.19 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/01_scaling-ml-to-huge-datasets/02_gradient-ascent-won-t-scale-to-todays-huge-datasets.mp4	11.97 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/01_scaling-ml-to-huge-datasets/03_timeline-of-scalable-machine-learning-stochastic-gradient.en.srt	6.28 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/05_online-learning-fitting-models-from-streaming-data/02_using-stochastic-gradient-for-online-learning.en.srt	5.78 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/05_online-learning-fitting-models-from-streaming-data/02_using-stochastic-gradient-for-online-learning.mp4	14.39 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/06_summarizing-scaling-to-huge-datasets-online-learning/01_scaling-to-huge-datasets-through-parallelization-module-recap.en.srt	2.09 kB
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[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/06_summarizing-scaling-to-huge-datasets-online-learning/01_scaling-to-huge-datasets-through-parallelization-module-recap.mp4	5.77 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_amazon_baby_subset.csv.zip	9.16 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_amazon_baby_subset.gl.zip	12.73 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_amazon_baby_subset.sframe.zip	12.73 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_CLA10-NB01.ipynb.zip	12.72 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_important_words.json.zip	862.00 B
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[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_module-10-assignment-numpy-arrays.npz.zip	1.16 MB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_module-10-assignment-train-idx.json.zip	53.07 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_module-10-assignment-validation-idx.json.zip	10.24 kB
[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_module-10-online-learning-assignment-blank.ipynb.zip	8.77 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/01_welcome/01_what-is-this-course-about/03_welcome-and-introduction-to-clustering-and-retrieval-tasks.en.txt	6.19 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/01_welcome/01_what-is-this-course-about/03_welcome-and-introduction-to-clustering-and-retrieval-tasks.mp4	19.84 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/01_introduction-to-nearest-neighbor-search-and-algorithms/01_slides-presented-in-this-module_retrieval-intro-annotated.pdf	13.56 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/01_introduction-to-nearest-neighbor-search-and-algorithms/02_retrieval-as-k-nearest-neighbor-search.en.srt	4.41 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/01_introduction-to-nearest-neighbor-search-and-algorithms/02_retrieval-as-k-nearest-neighbor-search.mp4	9.38 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/01_introduction-to-nearest-neighbor-search-and-algorithms/04_k-nn-algorithm.en.srt	8.13 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/01_introduction-to-nearest-neighbor-search-and-algorithms/04_k-nn-algorithm.mp4	17.38 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/01_document-representation.en.srt	7.49 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/01_document-representation.mp4	14.08 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/02_distance-metrics-euclidean-and-scaled-euclidean.en.srt	9.24 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/02_distance-metrics-euclidean-and-scaled-euclidean.en.txt	6.06 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/02_distance-metrics-euclidean-and-scaled-euclidean.mp4	21.05 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/03_writing-scaled-euclidean-distance-using-weighted-inner-products.en.srt	4.40 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/03_writing-scaled-euclidean-distance-using-weighted-inner-products.en.txt	2.58 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/03_writing-scaled-euclidean-distance-using-weighted-inner-products.mp4	8.82 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/04_distance-metrics-cosine-similarity.en.srt	9.84 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/04_distance-metrics-cosine-similarity.en.txt	6.15 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/04_distance-metrics-cosine-similarity.mp4	20.12 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/05_to-normalize-or-not-and-other-distance-considerations.en.srt	9.93 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/05_to-normalize-or-not-and-other-distance-considerations.en.txt	6.41 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/02_the-importance-of-data-representations-and-distance-metrics/05_to-normalize-or-not-and-other-distance-considerations.mp4	21.58 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_CLU02-NB01.ipynb.zip	7.61 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_graphlab.SFrame.join.html	281.42 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_instructions.html	123.56 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_people_wiki.csv.zip	39.86 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_people_wiki.gl.zip	55.57 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_people_wiki.sframe.zip	56.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_people_wiki_map_index_to_word.gl.zip	3.70 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_people_wiki_map_index_to_word.json.zip	5.04 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_people_wiki_tf_idf.npz.zip	50.92 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_people_wiki_word_count.npz.zip	23.19 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_sklearn.feature_extraction.text.CountVectorizer.html	57.54 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_sklearn.feature_extraction.text.TfidfVectorizer.html	61.60 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_sklearn.metrics.pairwise.euclidean_distances.html	21.74 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_stdtypes.html	297.93 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/01_complexity-of-brute-force-search.en.srt	2.67 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/01_complexity-of-brute-force-search.en.txt	1.61 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/01_complexity-of-brute-force-search.mp4	5.92 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/02_kd-tree-representation.en.srt	10.16 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/02_kd-tree-representation.en.txt	6.30 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/02_kd-tree-representation.mp4	22.57 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/03_nn-search-with-kd-trees.en.srt	8.47 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/03_nn-search-with-kd-trees.en.txt	4.85 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/03_nn-search-with-kd-trees.mp4	16.25 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/04_complexity-of-nn-search-with-kd-trees.en.srt	6.46 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/04_complexity-of-nn-search-with-kd-trees.en.txt	4.01 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/04_complexity-of-nn-search-with-kd-trees.mp4	13.51 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/05_visualizing-scaling-behavior-of-kd-trees.en.srt	5.38 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/05_visualizing-scaling-behavior-of-kd-trees.en.txt	3.43 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/05_visualizing-scaling-behavior-of-kd-trees.mp4	10.15 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/06_approximate-k-nn-search-using-kd-trees.en.srt	9.76 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/06_approximate-k-nn-search-using-kd-trees.en.txt	6.18 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/06_approximate-k-nn-search-using-kd-trees.mp4	22.95 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/07_optional-a-worked-out-example-for-kd-trees_instructions.html	1.26 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/01_limitations-of-kd-trees.en.srt	5.22 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/01_limitations-of-kd-trees.en.txt	3.31 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/01_limitations-of-kd-trees.mp4	11.58 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/02_lsh-as-an-alternative-to-kd-trees.en.srt	6.05 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/02_lsh-as-an-alternative-to-kd-trees.en.txt	3.90 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/02_lsh-as-an-alternative-to-kd-trees.mp4	12.85 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/03_using-random-lines-to-partition-points.en.srt	7.82 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/03_using-random-lines-to-partition-points.en.txt	4.98 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/03_using-random-lines-to-partition-points.mp4	17.06 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/04_defining-more-bins.en.srt	4.15 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/04_defining-more-bins.en.txt	2.63 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/04_defining-more-bins.mp4	10.54 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/05_searching-neighboring-bins.en.srt	10.59 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/05_searching-neighboring-bins.en.txt	6.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/05_searching-neighboring-bins.mp4	22.02 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/06_lsh-in-higher-dimensions.en.srt	5.19 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/06_lsh-in-higher-dimensions.en.txt	3.27 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/06_lsh-in-higher-dimensions.mp4	9.90 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/07_optional-improving-efficiency-through-multiple-tables.en.srt	25.96 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/07_optional-improving-efficiency-through-multiple-tables.en.txt	15.95 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/07_optional-improving-efficiency-through-multiple-tables.mp4	54.20 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_CLU02-NB02.ipynb.zip	10.09 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_instructions.html	328.03 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_itertools.html	161.25 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_people_wiki.csv.zip	39.86 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_people_wiki.gl.zip	55.57 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_people_wiki.sframe.zip	56.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_people_wiki_map_index_to_word.gl.zip	3.70 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_people_wiki_map_index_to_word.json.zip	5.04 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_people_wiki_tf_idf.npz.zip	50.92 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_sklearn.feature_extraction.text.TfidfVectorizer.html	61.60 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/07_summarizing-nearest-neighbor-search/01_a-brief-recap.en.srt	3.95 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/07_summarizing-nearest-neighbor-search/01_a-brief-recap.en.txt	2.43 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/07_summarizing-nearest-neighbor-search/01_a-brief-recap.mp4	6.37 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/01_slides-presented-in-this-module_instructions.html	1.13 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/01_slides-presented-in-this-module_kmeans-annotated.pdf	10.90 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/02_the-goal-of-clustering.en.srt	5.19 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/02_the-goal-of-clustering.en.txt	3.31 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/02_the-goal-of-clustering.mp4	10.66 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/03_an-unsupervised-task.en.srt	7.58 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/03_an-unsupervised-task.en.txt	4.77 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/03_an-unsupervised-task.mp4	16.48 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/04_hope-for-unsupervised-learning-and-some-challenge-cases.en.srt	5.41 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/04_hope-for-unsupervised-learning-and-some-challenge-cases.en.txt	3.43 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/04_hope-for-unsupervised-learning-and-some-challenge-cases.mp4	11.58 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/01_the-k-means-algorithm.en.srt	7.91 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/01_the-k-means-algorithm.en.txt	4.87 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/01_the-k-means-algorithm.mp4	17.25 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/02_k-means-as-coordinate-descent.en.srt	8.42 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/02_k-means-as-coordinate-descent.en.txt	5.34 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/02_k-means-as-coordinate-descent.mp4	17.76 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/03_smart-initialization-via-k-means.en.srt	5.26 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/03_smart-initialization-via-k-means.en.txt	3.25 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/03_smart-initialization-via-k-means.mp4	12.09 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/04_assessing-the-quality-and-choosing-the-number-of-clusters.en.srt	11.04 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/04_assessing-the-quality-and-choosing-the-number-of-clusters.en.txt	6.74 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/04_assessing-the-quality-and-choosing-the-number-of-clusters.mp4	21.18 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_CLU03-NB01.ipynb.zip	13.96 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_instructions.html	78.83 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_kmeans-arrays.npz.zip	47.62 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_numpy.argmin.html	9.29 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_numpy.mean.html	12.24 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_people_wiki.csv.zip	39.86 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_people_wiki.gl.zip	55.57 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_people_wiki.sframe.zip	56.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_people_wiki_map_index_to_word.gl.zip	3.70 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_people_wiki_map_index_to_word.json.zip	5.04 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_people_wiki_tf_idf.npz.zip	50.92 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_pyplot_api.html	330.00 B
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_sklearn.cluster.KMeans.html	60.77 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_sklearn.feature_extraction.text.TfidfVectorizer.html	61.60 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_sklearn.preprocessing.normalize.html	18.16 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/01_motivating-mapreduce.en.srt	10.28 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/01_motivating-mapreduce.en.txt	6.28 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/01_motivating-mapreduce.mp4	20.39 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/02_the-general-mapreduce-abstraction.en.srt	5.60 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/02_the-general-mapreduce-abstraction.en.txt	3.35 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/02_the-general-mapreduce-abstraction.mp4	12.11 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/03_mapreduce-execution-overview-and-combiners.en.srt	6.64 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/03_mapreduce-execution-overview-and-combiners.en.txt	4.00 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/03_mapreduce-execution-overview-and-combiners.mp4	14.42 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/04_mapreduce-for-k-means.en.srt	8.04 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/04_mapreduce-for-k-means.en.txt	4.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/04_mapreduce-for-k-means.mp4	18.54 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/05_summarizing-clustering-with-k-means/01_other-applications-of-clustering.en.srt	9.68 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/05_summarizing-clustering-with-k-means/01_other-applications-of-clustering.en.txt	6.13 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/05_summarizing-clustering-with-k-means/01_other-applications-of-clustering.mp4	21.55 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/05_summarizing-clustering-with-k-means/02_a-brief-recap.mp4	3.73 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/01_slides-presented-in-this-module_instructions.html	1.14 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/01_slides-presented-in-this-module_mixmodel-EM-annotated.pdf	17.68 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/02_motiving-probabilistic-clustering-models.en.srt	10.74 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/02_motiving-probabilistic-clustering-models.en.txt	6.85 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/02_motiving-probabilistic-clustering-models.mp4	22.35 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/03_aggregating-over-unknown-classes-in-an-image-dataset.en.srt	8.47 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/03_aggregating-over-unknown-classes-in-an-image-dataset.en.txt	5.43 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/03_aggregating-over-unknown-classes-in-an-image-dataset.mp4	21.56 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/05_bivariate-and-multivariate-gaussians.en.srt	9.04 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/02_mixtures-of-gaussians-for-clustering/01_mixture-of-gaussians.mp4	21.04 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/02_mixtures-of-gaussians-for-clustering/02_interpreting-the-mixture-of-gaussian-terms.en.srt	6.79 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/02_mixtures-of-gaussians-for-clustering/02_interpreting-the-mixture-of-gaussian-terms.mp4	14.38 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/02_mixtures-of-gaussians-for-clustering/03_scaling-mixtures-of-gaussians-for-document-clustering.en.srt	7.04 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/02_mixtures-of-gaussians-for-clustering/03_scaling-mixtures-of-gaussians-for-document-clustering.mp4	17.21 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/01_computing-soft-assignments-from-known-cluster-parameters.en.srt	9.41 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/01_computing-soft-assignments-from-known-cluster-parameters.en.txt	5.96 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/01_computing-soft-assignments-from-known-cluster-parameters.mp4	21.76 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/02_optional-responsibilities-as-bayes-rule.mp4	14.41 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/03_estimating-cluster-parameters-from-known-cluster-assignments.en.srt	9.21 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/03_estimating-cluster-parameters-from-known-cluster-assignments.en.txt	5.69 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/03_estimating-cluster-parameters-from-known-cluster-assignments.mp4	18.82 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/04_estimating-cluster-parameters-from-soft-assignments.en.srt	9.50 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/04_estimating-cluster-parameters-from-soft-assignments.en.txt	6.08 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/03_expectation-maximization-em-building-blocks/04_estimating-cluster-parameters-from-soft-assignments.mp4	21.40 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/04_the-em-algorithm/01_em-iterates-in-equations-and-pictures.en.srt	7.61 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/04_the-em-algorithm/01_em-iterates-in-equations-and-pictures.mp4	16.69 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/04_the-em-algorithm/02_convergence-initialization-and-overfitting-of-em.en.srt	12.47 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/04_the-em-algorithm/02_convergence-initialization-and-overfitting-of-em.en.txt	8.03 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/04_the-em-algorithm/02_convergence-initialization-and-overfitting-of-em.mp4	29.91 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/04_the-em-algorithm/03_relationship-to-k-means.mp4	10.37 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/05_summarizing-mixture-models/01_a-brief-recap.mp4	4.42 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/06_programming-assignment-1/01_implementing-em-for-gaussian-mixtures_CLU04-NB01.ipynb.zip	11.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/06_programming-assignment-1/01_implementing-em-for-gaussian-mixtures_images.sf.zip	11.18 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/06_programming-assignment-1/01_implementing-em-for-gaussian-mixtures_images.zip	13.79 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/06_programming-assignment-1/01_implementing-em-for-gaussian-mixtures_LinearAlgebraReview.html	131.87 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/06_programming-assignment-1/01_implementing-em-for-gaussian-mixtures_scipy.stats.multivariate_normal.html	12.87 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_4_map_index_to_word.gl.zip	623.64 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_4_map_index_to_word.json.zip	834.29 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_4_tf_idf.npz.zip	3.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_CLU04-NB02.ipynb.zip	5.51 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_em_utilities.py.zip	2.79 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_instructions.html	21.26 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_people_wiki.csv.zip	39.86 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_people_wiki.gl.zip	55.57 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_people_wiki.sframe.zip	56.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_sklearn.feature_extraction.text.TfidfVectorizer.html	61.60 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/01_slides-presented-in-this-module_instructions.html	1.13 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/01_slides-presented-in-this-module_LDA-annotated.pdf	6.95 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/02_mixed-membership-models-for-documents.en.srt	4.76 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/02_mixed-membership-models-for-documents.en.txt	3.04 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/02_mixed-membership-models-for-documents.mp4	13.22 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/03_an-alternative-document-clustering-model.en.srt	6.02 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/03_an-alternative-document-clustering-model.en.txt	3.90 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/03_an-alternative-document-clustering-model.mp4	16.58 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/04_components-of-latent-dirichlet-allocation-model.en.srt	3.28 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/04_components-of-latent-dirichlet-allocation-model.en.txt	2.00 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/04_components-of-latent-dirichlet-allocation-model.mp4	10.60 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/05_goal-of-lda-inference.en.srt	6.72 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/05_goal-of-lda-inference.en.txt	4.37 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/01_introduction-to-latent-dirichlet-allocation/05_goal-of-lda-inference.mp4	18.22 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/01_the-need-for-bayesian-inference.en.srt	6.75 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/01_the-need-for-bayesian-inference.en.txt	4.33 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/01_the-need-for-bayesian-inference.mp4	17.01 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/02_gibbs-sampling-from-10-000-feet.en.srt	7.45 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/02_gibbs-sampling-from-10-000-feet.en.txt	4.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/02_gibbs-sampling-from-10-000-feet.mp4	18.44 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/03_a-standard-gibbs-sampler-for-lda.en.srt	11.40 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/03_a-standard-gibbs-sampler-for-lda.en.txt	7.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/03_a-standard-gibbs-sampler-for-lda.mp4	29.27 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/01_what-is-collapsed-gibbs-sampling.en.srt	4.39 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/01_what-is-collapsed-gibbs-sampling.en.txt	2.88 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/01_what-is-collapsed-gibbs-sampling.mp4	11.71 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/02_a-worked-example-for-lda-initial-setup.en.srt	4.90 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/02_a-worked-example-for-lda-initial-setup.en.txt	3.02 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/02_a-worked-example-for-lda-initial-setup.mp4	8.78 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/03_a-worked-example-for-lda-deriving-the-resampling-distribution.en.srt	9.54 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/03_a-worked-example-for-lda-deriving-the-resampling-distribution.en.txt	6.09 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/03_a-worked-example-for-lda-deriving-the-resampling-distribution.mp4	16.69 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/03_collapsed-gibbs-sampling-for-lda/04_using-the-output-of-collapsed-gibbs-sampling.en.srt	5.64 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/04_summarizing-latent-dirichlet-allocation/01_a-brief-recap.en.srt	2.38 kB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/05_programming-assignment/01_modeling-text-topics-with-latent-dirichlet-allocation_topic_models.zip	87.67 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/03_programming-assignment/01_modeling-text-data-with-a-hierarchy-of-clusters_people_wiki.gl.zip	55.57 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/03_programming-assignment/01_modeling-text-data-with-a-hierarchy-of-clusters_people_wiki.sframe.zip	56.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/03_programming-assignment/01_modeling-text-data-with-a-hierarchy-of-clusters_people_wiki_map_index_to_word.gl.zip	3.70 MB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/03_programming-assignment/01_modeling-text-data-with-a-hierarchy-of-clusters_people_wiki_map_index_to_word.json.zip	5.04 MB
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/04_summary-and-whats-ahead-in-the-specialization/02_thank-you.en.txt	1.39 kB
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/04_summary-and-whats-ahead-in-the-specialization/02_thank-you.mp4	7.11 MB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/04_learning-a-simple-regression-model-to-predict-house-prices-from-house-size.mp4	8.47 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/05_evaluating-error-rmse-of-the-simple-model.en.srt	2.59 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/06_visualizing-predictions-of-simple-model-with-matplotlib.mp4	11.87 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/07_inspecting-the-model-coefficients-learned.en.srt	1.52 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/09_learning-a-model-to-predict-house-prices-from-more-features.en.srt	3.61 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/10_applying-learned-models-to-predict-price-of-an-average-house.mp4	12.65 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/11_applying-learned-models-to-predict-price-of-two-fancy-houses.en.srt	8.24 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/11_applying-learned-models-to-predict-price-of-two-fancy-houses.mp4	22.37 MB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/02_loading-exploring-wikipedia-data.en.txt	3.10 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/04_computing-exploring-tf-idfs.en.srt	8.28 kB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/04_computing-exploring-tf-idfs.en.txt	4.86 kB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/04_computing-exploring-tf-idfs.mp4	18.35 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/05_computing-distances-between-wikipedia-articles.en.srt	5.69 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/05_computing-distances-between-wikipedia-articles.mp4	15.38 MB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/06_building-exploring-a-nearest-neighbors-model-for-wikipedia-articles.en.txt	2.21 kB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/06_building-exploring-a-nearest-neighbors-model-for-wikipedia-articles.mp4	9.38 MB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/05_programming-assignment/01_retrieving-wikipedia-articles-assignment_people_wiki.sframe.zip	56.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/05_programming-assignment/01_retrieving-wikipedia-articles-assignment_turicreate.toolkits.distances.cosine.html	10.82 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/01_download-the-jupyter-notebook-used-in-this-lesson-to-follow-along_instructions.html	1.98 kB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/01_download-the-jupyter-notebook-used-in-this-lesson-to-follow-along_song_data.sframe.zip	47.97 MB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/03_creating-evaluating-a-popularity-based-song-recommender.en.txt	3.26 kB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/03_creating-evaluating-a-popularity-based-song-recommender.mp4	13.15 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/04_creating-evaluating-a-personalized-song-recommender.en.srt	6.36 kB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/04_creating-evaluating-a-personalized-song-recommender.en.txt	3.75 kB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/04_creating-evaluating-a-personalized-song-recommender.mp4	16.40 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/05_using-precision-recall-to-compare-recommender-models.en.srt	4.35 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/05_using-precision-recall-to-compare-recommender-models.mp4	11.25 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/07_programming-assignment/01_recommending-songs-assignment_FND05-NB01.ipynb.zip	15.14 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/01_slides-presented-in-this-module_Dalal-cvpr05.pdf	445.45 kB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/01_slides-presented-in-this-module_deeplearning-annotated.pdf	10.85 MB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/01_slides-presented-in-this-module_LM-3dtexton.pdf	1.81 MB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/02_searching-for-images-a-case-study-in-deep-learning.en.srt	550.00 B
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/02_searching-for-images-a-case-study-in-deep-learning.mp4	1.68 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/03_what-is-a-visual-product-recommender.en.srt	5.67 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/03_what-is-a-visual-product-recommender.mp4	16.65 MB
[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/04_learning-very-non-linear-features-with-neural-networks.en.srt	13.59 kB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/04_learning-very-non-linear-features-with-neural-networks.mp4	32.85 MB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/02_deep-learning-deep-features/03_demo-of-deep-learning-model-on-imagenet-data.mp4	7.87 MB
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/02_deep-learning-deep-features/04_other-examples-of-deep-learning-in-computer-vision.mp4	6.71 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/02_the-cost-of-using-a-given-line.en.srt	7.87 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/02_the-cost-of-using-a-given-line.mp4	17.45 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/04_interpreting-the-fitted-line.en.srt	6.51 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/04_interpreting-the-fitted-line.mp4	15.17 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/01_defining-our-least-squares-optimization-objective.en.srt	3.85 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/02_finding-maxima-or-minima-analytically.en.srt	7.23 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/02_finding-maxima-or-minima-analytically.mp4	16.85 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/03_maximizing-a-1d-function-a-worked-example.mp4	7.33 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/04_finding-the-max-via-hill-climbing.en.srt	7.87 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/04_finding-the-max-via-hill-climbing.en.txt	4.63 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/04_finding-the-max-via-hill-climbing.mp4	15.69 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/05_finding-the-min-via-hill-descent.en.srt	3.70 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/05_finding-the-min-via-hill-descent.en.txt	2.21 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/05_finding-the-min-via-hill-descent.mp4	8.54 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/06_choosing-stepsize-and-convergence-criteria.en.srt	7.67 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/06_choosing-stepsize-and-convergence-criteria.en.txt	4.70 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/06_choosing-stepsize-and-convergence-criteria.mp4	14.71 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/04_an-aside-on-optimization-multidimensional-objectives/01_gradients-derivatives-in-multiple-dimensions.en.srt	6.32 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/04_an-aside-on-optimization-multidimensional-objectives/01_gradients-derivatives-in-multiple-dimensions.mp4	14.01 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/04_an-aside-on-optimization-multidimensional-objectives/02_gradient-descent-multidimensional-hill-descent.en.srt	6.20 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/04_an-aside-on-optimization-multidimensional-objectives/02_gradient-descent-multidimensional-hill-descent.en.txt	3.69 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/04_an-aside-on-optimization-multidimensional-objectives/02_gradient-descent-multidimensional-hill-descent.mp4	16.87 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/05_finding-the-least-squares-line/01_computing-the-gradient-of-rss.en.srt	8.31 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/05_finding-the-least-squares-line/01_computing-the-gradient-of-rss.mp4	17.03 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/05_finding-the-least-squares-line/02_approach-1-closed-form-solution.mp4	14.07 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/05_finding-the-least-squares-line/04_approach-2-gradient-descent.mp4	18.36 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/05_finding-the-least-squares-line/05_optional-reading-worked-out-example-for-gradient-descent_instructions.html	29.52 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/05_finding-the-least-squares-line/06_comparing-the-approaches.en.srt	2.13 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/05_finding-the-least-squares-line/06_comparing-the-approaches.mp4	6.22 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/01_download-notebooks-to-follow-along_instructions.html	1.79 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/01_download-notebooks-to-follow-along_Philadelphia_Crime_Rate_noNA.csv.zip	2.12 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/01_download-notebooks-to-follow-along_PhillyCrime.ipynb.zip	44.94 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/02_influence-of-high-leverage-points-exploring-the-data.en.srt	5.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/02_influence-of-high-leverage-points-exploring-the-data.en.txt	3.58 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/02_influence-of-high-leverage-points-exploring-the-data.mp4	11.92 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/03_influence-of-high-leverage-points-removing-center-city.en.srt	9.18 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/03_influence-of-high-leverage-points-removing-center-city.en.txt	5.70 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/03_influence-of-high-leverage-points-removing-center-city.mp4	19.52 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/04_influence-of-high-leverage-points-removing-high-end-towns.en.srt	3.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/04_influence-of-high-leverage-points-removing-high-end-towns.en.txt	2.50 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/04_influence-of-high-leverage-points-removing-high-end-towns.mp4	9.33 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/05_asymmetric-cost-functions.en.srt	4.36 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/05_asymmetric-cost-functions.en.txt	2.65 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/05_asymmetric-cost-functions.mp4	9.40 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/06_a-brief-recap.en.srt	1.59 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/06_a-brief-recap.en.txt	1,022.00 B
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/06_a-brief-recap.mp4	4.48 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/07_programming-assignment/01_fitting-a-simple-linear-regression-model-on-housing-data_home_data.sframe.zip	908.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/07_programming-assignment/01_fitting-a-simple-linear-regression-model-on-housing-data_instructions.html	9.46 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/07_programming-assignment/01_fitting-a-simple-linear-regression-model-on-housing-data_kc_house_data.csv.zip	780.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/07_programming-assignment/01_fitting-a-simple-linear-regression-model-on-housing-data_kc_house_test_data.csv.zip	154.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/07_programming-assignment/01_fitting-a-simple-linear-regression-model-on-housing-data_kc_house_train_data.csv.zip	628.45 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/07_programming-assignment/01_fitting-a-simple-linear-regression-model-on-housing-data_REG01-NB01.ipynb.zip	4.07 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/01_slides-presented-in-this-module_instructions.html	1.15 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/01_slides-presented-in-this-module_week2_multipleregression-annotated.pdf	10.12 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/02_multiple-regression-intro.en.srt	643.00 B
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/02_multiple-regression-intro.en.txt	380.00 B
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/02_multiple-regression-intro.mp4	1.21 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/03_polynomial-regression.en.srt	5.23 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/03_polynomial-regression.en.txt	3.35 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/03_polynomial-regression.mp4	11.56 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/04_modeling-seasonality.en.srt	10.61 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/04_modeling-seasonality.en.txt	6.75 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/04_modeling-seasonality.mp4	30.01 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/05_where-we-see-seasonality.en.srt	4.76 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/05_where-we-see-seasonality.en.txt	3.08 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/05_where-we-see-seasonality.mp4	11.26 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/06_regression-with-general-features-of-1-input.en.srt	3.09 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/06_regression-with-general-features-of-1-input.en.txt	1.94 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/06_regression-with-general-features-of-1-input.mp4	8.60 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/01_motivating-the-use-of-multiple-inputs.en.srt	6.00 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/01_motivating-the-use-of-multiple-inputs.en.txt	3.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/01_motivating-the-use-of-multiple-inputs.mp4	14.17 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/02_defining-notation.en.srt	4.34 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/02_defining-notation.en.txt	2.73 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/02_defining-notation.mp4	11.87 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/03_regression-with-features-of-multiple-inputs.en.srt	4.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/03_regression-with-features-of-multiple-inputs.en.txt	3.07 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/03_regression-with-features-of-multiple-inputs.mp4	12.60 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/04_interpreting-the-multiple-regression-fit.en.srt	10.06 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/04_interpreting-the-multiple-regression-fit.en.txt	6.41 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/02_incorporating-multiple-inputs/04_interpreting-the-multiple-regression-fit.mp4	24.67 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/01_optional-reading-review-of-matrix-algebra_instructions.html	1.12 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/02_rewriting-the-single-observation-model-in-vector-notation.en.srt	7.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/02_rewriting-the-single-observation-model-in-vector-notation.en.txt	4.78 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/02_rewriting-the-single-observation-model-in-vector-notation.mp4	15.44 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/03_rewriting-the-model-for-all-observations-in-matrix-notation.en.srt	4.82 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/03_rewriting-the-model-for-all-observations-in-matrix-notation.en.txt	2.94 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/03_rewriting-the-model-for-all-observations-in-matrix-notation.mp4	10.19 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/04_computing-the-cost-of-a-d-dimensional-curve.en.srt	10.11 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/04_computing-the-cost-of-a-d-dimensional-curve.en.txt	6.05 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/04_computing-the-cost-of-a-d-dimensional-curve.mp4	21.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/01_computing-the-gradient-of-rss.en.srt	3.71 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/01_computing-the-gradient-of-rss.en.txt	2.23 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/01_computing-the-gradient-of-rss.mp4	7.25 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/02_approach-1-closed-form-solution.en.srt	4.39 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/02_approach-1-closed-form-solution.en.txt	2.64 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/02_approach-1-closed-form-solution.mp4	9.99 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/03_discussing-the-closed-form-solution.en.srt	5.25 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/03_discussing-the-closed-form-solution.en.txt	3.30 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/03_discussing-the-closed-form-solution.mp4	10.85 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/04_approach-2-gradient-descent.en.srt	2.08 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/04_approach-2-gradient-descent.en.txt	1.26 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/04_approach-2-gradient-descent.mp4	5.36 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/05_feature-by-feature-update.en.srt	8.74 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/05_feature-by-feature-update.en.txt	5.05 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/05_feature-by-feature-update.mp4	18.98 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/06_algorithmic-summary-of-gradient-descent-approach.en.srt	5.03 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/06_algorithmic-summary-of-gradient-descent-approach.en.txt	3.15 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/06_algorithmic-summary-of-gradient-descent-approach.mp4	10.97 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/05_summarizing-multiple-regression/01_a-brief-recap.en.srt	1.57 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/05_summarizing-multiple-regression/01_a-brief-recap.en.txt	1.01 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/05_summarizing-multiple-regression/01_a-brief-recap.mp4	3.91 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/06_programming-assignment-1/01_exploring-different-multiple-regression-models-for-house-price-prediction_home_data.sframe.zip	908.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/06_programming-assignment-1/01_exploring-different-multiple-regression-models-for-house-price-prediction_instructions.html	10.02 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/06_programming-assignment-1/01_exploring-different-multiple-regression-models-for-house-price-prediction_kc_house_data.csv.zip	780.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/06_programming-assignment-1/01_exploring-different-multiple-regression-models-for-house-price-prediction_kc_house_test_data.csv.zip	154.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/06_programming-assignment-1/01_exploring-different-multiple-regression-models-for-house-price-prediction_kc_house_train_data.csv.zip	628.45 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/06_programming-assignment-1/01_exploring-different-multiple-regression-models-for-house-price-prediction_REG02-NB01.ipynb.zip	3.44 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/07_programming-assignment-2/01_numpy-tutorial_instructions.html	2.22 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/07_programming-assignment-2/02_implementing-gradient-descent-for-multiple-regression_kc_house_data.csv.zip	780.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/07_programming-assignment-2/02_implementing-gradient-descent-for-multiple-regression_kc_house_test_data.csv.zip	154.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/07_programming-assignment-2/02_implementing-gradient-descent-for-multiple-regression_kc_house_train_data.csv.zip	628.45 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/07_programming-assignment-2/02_implementing-gradient-descent-for-multiple-regression_numpy-tutorial-py3.ipynb.zip.ipynb	2.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/07_programming-assignment-2/02_implementing-gradient-descent-for-multiple-regression_REG02-NB02.ipynb.zip	5.65 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/01_training-error-assessing-loss-on-the-training-set.mp4	20.37 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/02_generalization-error-what-we-really-want.en.srt	10.29 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/02_generalization-error-what-we-really-want.mp4	21.76 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/03_test-error-what-we-can-actually-compute.en.srt	5.91 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/03_test-error-what-we-can-actually-compute.mp4	12.93 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/05_training-test-split.mp4	6.10 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/03_3-sources-of-error-and-the-bias-variance-tradeoff/02_variance-and-the-bias-variance-tradeoff.en.srt	8.25 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/03_3-sources-of-error-and-the-bias-variance-tradeoff/02_variance-and-the-bias-variance-tradeoff.mp4	18.96 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/03_3-sources-of-error-and-the-bias-variance-tradeoff/03_error-vs-amount-of-data.mp4	14.68 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/04_optional-advanced-material-formally-defining-and-deriving-the-3-sources-of-error/01_formally-defining-the-3-sources-of-error.en.srt	19.32 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/04_optional-advanced-material-formally-defining-and-deriving-the-3-sources-of-error/01_formally-defining-the-3-sources-of-error.en.txt	12.15 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/04_optional-advanced-material-formally-defining-and-deriving-the-3-sources-of-error/01_formally-defining-the-3-sources-of-error.mp4	45.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/04_optional-advanced-material-formally-defining-and-deriving-the-3-sources-of-error/02_formally-deriving-why-3-sources-of-error.en.srt	21.77 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/04_optional-advanced-material-formally-defining-and-deriving-the-3-sources-of-error/02_formally-deriving-why-3-sources-of-error.en.txt	13.06 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/04_optional-advanced-material-formally-defining-and-deriving-the-3-sources-of-error/02_formally-deriving-why-3-sources-of-error.mp4	46.69 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/05_putting-the-pieces-together/01_training-validation-test-split-for-model-selection-fitting-and-assessment.en.txt	6.43 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/05_putting-the-pieces-together/01_training-validation-test-split-for-model-selection-fitting-and-assessment.mp4	25.37 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_home_data.sframe.zip	908.17 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_kc_house_data.csv.zip	780.66 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_test_data.csv.zip	81.70 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/02_symptoms-of-overfitting-in-polynomial-regression.mp4	6.91 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/03_download-the-notebook-and-follow-along_Overfitting_Demo_Ridge_Lasso.ipynb.zip	198.44 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/05_overfitting-for-more-general-multiple-regression-models.en.txt	3.16 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/02_the-resulting-ridge-objective-and-its-extreme-solutions.en.txt	3.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/02_the-resulting-ridge-objective-and-its-extreme-solutions.mp4	13.61 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/03_how-ridge-regression-balances-bias-and-variance.en.srt	1.99 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/03_how-ridge-regression-balances-bias-and-variance.mp4	5.33 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/01_computing-the-gradient-of-the-ridge-objective.en.txt	3.58 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/01_computing-the-gradient-of-the-ridge-objective.mp4	14.78 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/02_approach-1-closed-form-solution.mp4	13.31 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/03_discussing-the-closed-form-solution.mp4	13.45 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/04_approach-2-gradient-descent.mp4	22.08 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/01_selecting-tuning-parameters-via-cross-validation.en.srt	5.19 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/01_selecting-tuning-parameters-via-cross-validation.en.txt	3.25 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/01_selecting-tuning-parameters-via-cross-validation.mp4	12.39 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/02_k-fold-cross-validation.en.srt	7.29 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/02_k-fold-cross-validation.mp4	17.01 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/03_how-to-handle-the-intercept.en.srt	7.61 kB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/04_a-brief-recap.mp4	5.24 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_home_data.sframe.zip	908.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_instructions.html	19.77 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_kc_house_data.csv.zip	780.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_numpy-tutorial-py3.ipynb.zip	2.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_REG04-NB01.ipynb.zip	5.90 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_set_1_data.csv.zip	158.64 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_set_2_data.csv.zip	157.64 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_set_3_data.csv.zip	158.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_set_4_data.csv.zip	158.30 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_test_data.csv.zip	81.70 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_train_data.csv.zip	354.68 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_train_valid_shuffled.csv.zip	609.97 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_valid_data.csv.zip	349.96 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/06_programming-assignment-2/01_implementing-ridge-regression-via-gradient-descent_home_data.sframe.zip	908.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/06_programming-assignment-2/01_implementing-ridge-regression-via-gradient-descent_instructions.html	18.59 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/06_programming-assignment-2/01_implementing-ridge-regression-via-gradient-descent_kc_house_data.csv.zip	780.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/06_programming-assignment-2/01_implementing-ridge-regression-via-gradient-descent_kc_house_test_data.csv.zip	154.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/06_programming-assignment-2/01_implementing-ridge-regression-via-gradient-descent_kc_house_train_data.csv.zip	628.45 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/06_programming-assignment-2/01_implementing-ridge-regression-via-gradient-descent_numpy-tutorial-py3.ipynb.zip	2.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/06_programming-assignment-2/01_implementing-ridge-regression-via-gradient-descent_REG04-NB02.ipynb.zip	4.71 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/01_slides-presented-in-this-module_instructions.html	1.15 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/01_slides-presented-in-this-module_week5_lassoregression-annotated.pdf	8.74 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/02_the-feature-selection-task.en.srt	5.65 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/02_the-feature-selection-task.en.txt	3.53 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/02_the-feature-selection-task.mp4	11.53 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/03_all-subsets.en.srt	7.18 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/03_all-subsets.en.txt	4.43 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/03_all-subsets.mp4	13.65 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/04_complexity-of-all-subsets.en.srt	4.01 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/04_complexity-of-all-subsets.en.txt	2.46 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/04_complexity-of-all-subsets.mp4	6.84 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/05_greedy-algorithms.en.srt	9.94 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/05_greedy-algorithms.en.txt	6.11 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/05_greedy-algorithms.mp4	18.66 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/06_complexity-of-the-greedy-forward-stepwise-algorithm.en.txt	2.29 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/01_feature-selection-via-explicit-model-enumeration/06_complexity-of-the-greedy-forward-stepwise-algorithm.mp4	8.40 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/02_feature-selection-implicitly-via-regularized-regression/01_can-we-use-regularization-for-feature-selection.en.srt	5.14 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/02_feature-selection-implicitly-via-regularized-regression/01_can-we-use-regularization-for-feature-selection.en.txt	3.32 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/02_feature-selection-implicitly-via-regularized-regression/01_can-we-use-regularization-for-feature-selection.mp4	11.56 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/02_feature-selection-implicitly-via-regularized-regression/02_thresholding-ridge-coefficients.en.srt	6.83 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/02_feature-selection-implicitly-via-regularized-regression/02_thresholding-ridge-coefficients.en.txt	4.25 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/02_feature-selection-implicitly-via-regularized-regression/02_thresholding-ridge-coefficients.mp4	13.86 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/02_feature-selection-implicitly-via-regularized-regression/03_the-lasso-objective-and-its-coefficient-path.en.srt	7.71 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/02_feature-selection-implicitly-via-regularized-regression/03_the-lasso-objective-and-its-coefficient-path.en.txt	4.70 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/02_feature-selection-implicitly-via-regularized-regression/03_the-lasso-objective-and-its-coefficient-path.mp4	15.55 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/01_visualizing-the-ridge-cost.en.srt	8.21 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/01_visualizing-the-ridge-cost.en.txt	4.87 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/01_visualizing-the-ridge-cost.mp4	17.83 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/02_visualizing-the-ridge-solution.en.srt	6.83 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/02_visualizing-the-ridge-solution.en.txt	4.01 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/02_visualizing-the-ridge-solution.mp4	14.71 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/03_visualizing-the-lasso-cost-and-solution.en.srt	8.13 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/03_visualizing-the-lasso-cost-and-solution.en.txt	4.85 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/03_visualizing-the-lasso-cost-and-solution.mp4	18.40 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/04_download-the-notebook-and-follow-along_instructions.html	1.58 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/04_download-the-notebook-and-follow-along_Overfitting_Demo_Ridge_Lasso.ipynb.zip	198.44 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/05_lasso-demo.en.srt	6.49 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/05_lasso-demo.en.txt	4.08 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/05_lasso-demo.mp4	12.17 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/01_what-makes-the-lasso-objective-different.en.srt	3.96 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/01_what-makes-the-lasso-objective-different.en.txt	2.41 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/01_what-makes-the-lasso-objective-different.mp4	8.39 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/02_coordinate-descent.en.srt	7.03 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/02_coordinate-descent.en.txt	4.32 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/02_coordinate-descent.mp4	15.11 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/03_normalizing-features.en.srt	4.35 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/03_normalizing-features.en.txt	2.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/03_normalizing-features.mp4	9.35 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/04_coordinate-descent-for-least-squares-regression-normalized-features.en.srt	9.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/04_coordinate-descent-for-least-squares-regression-normalized-features.en.txt	5.94 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/04_coordinate-descent-for-least-squares-regression-normalized-features.mp4	20.81 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/01_coordinate-descent-for-lasso-normalized-features.en.srt	5.69 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/01_coordinate-descent-for-lasso-normalized-features.en.txt	3.54 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/01_coordinate-descent-for-lasso-normalized-features.mp4	12.61 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/02_assessing-convergence-and-other-lasso-solvers.en.srt	3.84 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/02_assessing-convergence-and-other-lasso-solvers.en.txt	2.42 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/02_assessing-convergence-and-other-lasso-solvers.mp4	9.33 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/03_coordinate-descent-for-lasso-unnormalized-features.en.srt	2.39 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/03_coordinate-descent-for-lasso-unnormalized-features.en.txt	1.51 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/03_coordinate-descent-for-lasso-unnormalized-features.mp4	5.91 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/06_optional-advanced-material-deriving-the-lasso-coordinate-descent-update/01_deriving-the-lasso-coordinate-descent-update.en.srt	20.22 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/06_optional-advanced-material-deriving-the-lasso-coordinate-descent-update/01_deriving-the-lasso-coordinate-descent-update.en.txt	12.15 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/06_optional-advanced-material-deriving-the-lasso-coordinate-descent-update/01_deriving-the-lasso-coordinate-descent-update.mp4	42.70 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/07_tying-up-loose-ends/01_choosing-the-penalty-strength-and-other-practical-issues-with-lasso.en.srt	7.18 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/07_tying-up-loose-ends/01_choosing-the-penalty-strength-and-other-practical-issues-with-lasso.en.txt	4.67 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/07_tying-up-loose-ends/01_choosing-the-penalty-strength-and-other-practical-issues-with-lasso.mp4	19.38 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/07_tying-up-loose-ends/02_a-brief-recap.en.srt	4.74 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/07_tying-up-loose-ends/02_a-brief-recap.en.txt	2.99 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/07_tying-up-loose-ends/02_a-brief-recap.mp4	11.18 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_home_data.sframe.zip	908.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_instructions.html	13.76 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_kc_house_data.csv.zip	780.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_numpy-tutorial-py3.ipynb.zip	2.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_REG05-NB01.ipynb.zip	3.94 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_wk3_kc_house_test_data.csv.zip	81.70 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_wk3_kc_house_train_data.csv.zip	354.68 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_wk3_kc_house_valid_data.csv.zip	349.96 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/09_programming-assignment-2/01_implementing-lasso-using-coordinate-descent_home_data.sframe.zip	908.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/09_programming-assignment-2/01_implementing-lasso-using-coordinate-descent_instructions.html	19.62 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/09_programming-assignment-2/01_implementing-lasso-using-coordinate-descent_kc_house_data.csv.zip	780.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/09_programming-assignment-2/01_implementing-lasso-using-coordinate-descent_kc_house_test_data.csv.zip	154.80 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/09_programming-assignment-2/01_implementing-lasso-using-coordinate-descent_kc_house_train_data.csv.zip	628.45 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/09_programming-assignment-2/01_implementing-lasso-using-coordinate-descent_numpy-tutorial-py3.ipynb.zip	2.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/09_programming-assignment-2/01_implementing-lasso-using-coordinate-descent_REG05-NB02.ipynb.zip	5.66 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/01_motivating-local-fits/01_slides-presented-in-this-module_instructions.html	1.15 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/01_motivating-local-fits/01_slides-presented-in-this-module_week6_NNkernelregression-annotated.pdf	4.53 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/01_motivating-local-fits/02_limitations-of-parametric-regression.en.srt	5.25 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/01_motivating-local-fits/02_limitations-of-parametric-regression.en.txt	3.30 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/01_motivating-local-fits/02_limitations-of-parametric-regression.mp4	11.29 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/02_nearest-neighbor-regression/01_1-nearest-neighbor-regression-approach.en.srt	9.73 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/02_nearest-neighbor-regression/01_1-nearest-neighbor-regression-approach.en.txt	6.04 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/02_nearest-neighbor-regression/01_1-nearest-neighbor-regression-approach.mp4	21.48 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/02_nearest-neighbor-regression/02_distance-metrics.en.srt	5.70 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/02_nearest-neighbor-regression/02_distance-metrics.en.txt	3.69 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/02_nearest-neighbor-regression/02_distance-metrics.mp4	14.18 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/02_nearest-neighbor-regression/03_1-nearest-neighbor-algorithm.en.srt	4.82 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/02_nearest-neighbor-regression/03_1-nearest-neighbor-algorithm.en.txt	3.00 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/02_nearest-neighbor-regression/03_1-nearest-neighbor-algorithm.mp4	10.84 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/01_k-nearest-neighbors-regression.en.srt	9.30 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/01_k-nearest-neighbors-regression.en.txt	5.85 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/01_k-nearest-neighbors-regression.mp4	19.30 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/02_k-nearest-neighbors-in-practice.en.srt	4.89 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/02_k-nearest-neighbors-in-practice.en.txt	3.17 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/02_k-nearest-neighbors-in-practice.mp4	11.67 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/03_weighted-k-nearest-neighbors.en.srt	5.59 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/03_weighted-k-nearest-neighbors.en.txt	3.57 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/03_weighted-k-nearest-neighbors.mp4	13.81 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/04_kernel-regression/01_from-weighted-k-nn-to-kernel-regression.en.srt	8.91 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/04_kernel-regression/01_from-weighted-k-nn-to-kernel-regression.en.txt	5.63 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/04_kernel-regression/01_from-weighted-k-nn-to-kernel-regression.mp4	18.56 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/04_kernel-regression/02_global-fits-of-parametric-models-vs-local-fits-of-kernel-regression.en.srt	8.46 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/04_kernel-regression/02_global-fits-of-parametric-models-vs-local-fits-of-kernel-regression.en.txt	5.42 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/04_kernel-regression/02_global-fits-of-parametric-models-vs-local-fits-of-kernel-regression.mp4	20.08 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/01_performance-of-nn-as-amount-of-data-grows.en.srt	10.00 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/01_performance-of-nn-as-amount-of-data-grows.en.txt	6.32 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/01_performance-of-nn-as-amount-of-data-grows.mp4	21.87 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/02_issues-with-high-dimensions-data-scarcity-and-computational-complexity.en.srt	4.51 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/02_issues-with-high-dimensions-data-scarcity-and-computational-complexity.en.txt	2.86 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/02_issues-with-high-dimensions-data-scarcity-and-computational-complexity.mp4	9.80 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/03_k-nn-for-classification.en.srt	2.59 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/03_k-nn-for-classification.en.txt	1.60 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/03_k-nn-for-classification.mp4	6.58 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/04_a-brief-recap.en.srt	2.05 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/04_a-brief-recap.en.txt	1.26 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/04_a-brief-recap.mp4	4.70 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_home_data_small.sframe.zip	386.86 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_instructions.html	19.95 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_kc_house_data_small.csv.zip	269.25 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_kc_house_data_small_test.csv.zip	55.18 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_kc_house_data_small_train.csv.zip	171.65 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_kc_house_data_small_validation.csv.zip	45.71 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_numpy-tutorial-py3.ipynb.zip	2.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_numpy.argsort.html	38.84 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_numpy.ndarray.shape.html	7.20 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_REG06-NB01.ipynb.zip	5.29 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/01_slides-presented-in-this-module_closing.pdf	4.35 MB
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[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/02_simple-and-multiple-regression.en.txt	4.19 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/02_simple-and-multiple-regression.mp4	13.05 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/03_assessing-performance-and-ridge-regression.en.srt	10.19 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/03_assessing-performance-and-ridge-regression.en.txt	6.54 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/03_assessing-performance-and-ridge-regression.mp4	20.72 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/04_feature-selection-lasso-and-nearest-neighbor-regression.en.srt	5.97 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/04_feature-selection-lasso-and-nearest-neighbor-regression.en.txt	3.92 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/04_feature-selection-lasso-and-nearest-neighbor-regression.mp4	12.06 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/02_summary-and-whats-ahead-in-the-specialization/01_what-we-covered-and-what-we-didn-t-cover.en.srt	8.46 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/02_summary-and-whats-ahead-in-the-specialization/01_what-we-covered-and-what-we-didn-t-cover.en.txt	5.35 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/02_summary-and-whats-ahead-in-the-specialization/01_what-we-covered-and-what-we-didn-t-cover.mp4	16.55 MB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/02_summary-and-whats-ahead-in-the-specialization/02_thank-you.en.srt	2.39 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/02_summary-and-whats-ahead-in-the-specialization/02_thank-you.en.txt	1.40 kB
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/02_summary-and-whats-ahead-in-the-specialization/02_thank-you.mp4	5.78 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/01_welcome-to-the-course/01_welcome.en.srt	5.46 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/01_welcome-to-the-course/01_welcome.en.txt	2.91 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/01_welcome-to-the-course/01_welcome.mp4	8.27 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/01_what-is-clustering.en.srt	5.90 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/01_what-is-clustering.en.txt	3.15 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/01_what-is-clustering.mp4	8.82 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/02_k-means-intuition.en.srt	9.00 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/02_k-means-intuition.en.txt	5.66 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/02_k-means-intuition.mp4	12.36 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/03_k-means-algorithm.en.srt	14.25 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/03_k-means-algorithm.en.txt	7.38 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/03_k-means-algorithm.mp4	19.76 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/04_optimization-objective.en.srt	13.67 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/04_optimization-objective.en.txt	8.62 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/04_optimization-objective.mp4	29.51 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/05_initializing-k-means.en.srt	10.71 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/05_initializing-k-means.en.txt	6.96 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/05_initializing-k-means.mp4	17.84 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/06_choosing-the-number-of-clusters.en.srt	11.16 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/06_choosing-the-number-of-clusters.en.txt	5.83 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/06_choosing-the-number-of-clusters.mp4	16.85 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/01_finding-unusual-events.en.srt	14.54 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/01_finding-unusual-events.en.txt	9.41 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/01_finding-unusual-events.mp4	26.28 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/02_gaussian-normal-distribution.en.srt	14.96 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/02_gaussian-normal-distribution.en.txt	7.86 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/02_gaussian-normal-distribution.mp4	20.88 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/03_anomaly-detection-algorithm.en.srt	13.34 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/03_anomaly-detection-algorithm.en.txt	8.35 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/03_anomaly-detection-algorithm.mp4	20.32 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/04_developing-and-evaluating-an-anomaly-detection-system.en.srt	17.51 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/04_developing-and-evaluating-an-anomaly-detection-system.en.txt	9.24 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/04_developing-and-evaluating-an-anomaly-detection-system.mp4	23.90 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/05_anomaly-detection-vs-supervised-learning.en.srt	11.16 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/05_anomaly-detection-vs-supervised-learning.en.txt	7.13 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/05_anomaly-detection-vs-supervised-learning.mp4	20.31 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/06_choosing-what-features-to-use.en.srt	18.66 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/06_choosing-what-features-to-use.en.txt	11.93 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/06_choosing-what-features-to-use.mp4	30.87 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/01_making-recommendations.en.srt	7.20 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/01_making-recommendations.en.txt	4.59 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/01_making-recommendations.mp4	20.44 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/02_using-per-item-features.en.srt	12.65 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/02_using-per-item-features.en.txt	7.76 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/02_using-per-item-features.mp4	23.49 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/03_collaborative-filtering-algorithm.en.srt	18.78 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/03_collaborative-filtering-algorithm.en.txt	10.00 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/03_collaborative-filtering-algorithm.mp4	31.03 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/04_binary-labels-favs-likes-and-clicks.en.srt	10.61 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/04_binary-labels-favs-likes-and-clicks.en.txt	6.68 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/04_binary-labels-favs-likes-and-clicks.mp4	19.84 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/01_mean-normalization.en.srt	10.72 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/01_mean-normalization.en.txt	6.73 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/01_mean-normalization.mp4	18.90 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/02_tensorflow-implementation-of-collaborative-filtering.en.srt	15.45 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/02_tensorflow-implementation-of-collaborative-filtering.en.txt	9.57 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/02_tensorflow-implementation-of-collaborative-filtering.mp4	35.87 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/03_finding-related-items.en.srt	10.21 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/03_finding-related-items.en.txt	5.40 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/03_finding-related-items.mp4	16.62 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/01_collaborative-filtering-vs-content-based-filtering.en.srt	14.32 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/01_collaborative-filtering-vs-content-based-filtering.en.txt	7.42 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/01_collaborative-filtering-vs-content-based-filtering.mp4	19.97 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/02_deep-learning-for-content-based-filtering.en.srt	14.18 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/02_deep-learning-for-content-based-filtering.en.txt	7.42 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/02_deep-learning-for-content-based-filtering.mp4	24.34 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/03_recommending-from-a-large-catalogue.en.srt	10.20 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/03_recommending-from-a-large-catalogue.en.txt	6.37 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/03_recommending-from-a-large-catalogue.mp4	17.98 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/04_ethical-use-of-recommender-systems.en.srt	16.92 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/04_ethical-use-of-recommender-systems.en.txt	8.96 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/04_ethical-use-of-recommender-systems.mp4	24.83 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/05_tensorflow-implementation-of-content-based-filtering.en.srt	7.29 kB
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[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/05_tensorflow-implementation-of-content-based-filtering.mp4	12.94 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/01_reducing-the-number-of-features-optional.en.srt	18.06 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/01_reducing-the-number-of-features-optional.en.txt	9.38 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/01_reducing-the-number-of-features-optional.mp4	26.70 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/02_pca-algorithm-optional.en.srt	24.43 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/02_pca-algorithm-optional.en.txt	12.81 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/02_pca-algorithm-optional.mp4	28.01 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/03_pca-in-code-optional.en.srt	16.73 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/03_pca-in-code-optional.en.txt	8.64 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/03_pca-in-code-optional.mp4	17.80 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/01_what-is-reinforcement-learning.en.srt	12.51 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/01_what-is-reinforcement-learning.en.txt	8.00 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/01_what-is-reinforcement-learning.mp4	30.97 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/02_mars-rover-example.en.srt	10.32 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/02_mars-rover-example.en.txt	5.33 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/02_mars-rover-example.mp4	12.65 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/03_the-return-in-reinforcement-learning.en.srt	15.66 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/03_the-return-in-reinforcement-learning.en.txt	8.18 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/03_the-return-in-reinforcement-learning.mp4	29.01 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/04_making-decisions-policies-in-reinforcement-learning.en.srt	3.74 kB
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[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/04_making-decisions-policies-in-reinforcement-learning.mp4	5.81 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/05_review-of-key-concepts.en.srt	8.48 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/05_review-of-key-concepts.en.txt	4.51 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/05_review-of-key-concepts.mp4	11.39 MB
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[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/01_state-action-value-function-definition.en.txt	8.30 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/01_state-action-value-function-definition.mp4	19.84 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/02_state-action-value-function-example.en.srt	6.77 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/02_state-action-value-function-example.en.txt	4.25 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/02_state-action-value-function-example.mp4	14.64 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/03_bellman-equation.en.srt	17.73 kB
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[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/03_bellman-equation.mp4	26.66 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/04_random-stochastic-environment-optional.en.srt	13.10 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/04_random-stochastic-environment-optional.en.txt	6.92 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/02_state-action-value-function/04_random-stochastic-environment-optional.mp4	19.27 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/01_example-of-continuous-state-space-applications.en.srt	9.68 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/01_example-of-continuous-state-space-applications.en.txt	5.03 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/01_example-of-continuous-state-space-applications.mp4	27.05 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/02_lunar-lander.en.srt	7.76 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/02_lunar-lander.en.txt	4.92 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/02_lunar-lander.mp4	10.37 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/03_learning-the-state-value-function.en.srt	25.16 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/03_learning-the-state-value-function.en.txt	12.93 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/03_learning-the-state-value-function.mp4	31.14 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/04_algorithm-refinement-improved-neural-network-architecture.en.srt	4.71 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/04_algorithm-refinement-improved-neural-network-architecture.en.txt	2.46 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/04_algorithm-refinement-improved-neural-network-architecture.mp4	7.79 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/05_algorithm-refinement-greedy-policy.en.srt	14.24 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/05_algorithm-refinement-greedy-policy.en.txt	7.54 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/05_algorithm-refinement-greedy-policy.mp4	25.27 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/06_algorithm-refinement-mini-batch-and-soft-updates-optional.en.srt	17.71 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/06_algorithm-refinement-mini-batch-and-soft-updates-optional.en.txt	9.44 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/06_algorithm-refinement-mini-batch-and-soft-updates-optional.mp4	25.55 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/07_the-state-of-reinforcement-learning.en.srt	4.04 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/07_the-state-of-reinforcement-learning.en.txt	2.63 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/07_the-state-of-reinforcement-learning.mp4	7.86 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/04_summary-and-thank-you/01_summary-and-thank-you.en.srt	5.27 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/04_summary-and-thank-you/01_summary-and-thank-you.en.txt	2.79 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/04_summary-and-thank-you/01_summary-and-thank-you.mp4	13.94 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/05_conversations-with-andrew-optional/01_andrew-ng-and-chelsea-finn-on-ai-and-robotics.en.srt	50.57 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/05_conversations-with-andrew-optional/01_andrew-ng-and-chelsea-finn-on-ai-and-robotics.en.txt	31.74 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/05_conversations-with-andrew-optional/01_andrew-ng-and-chelsea-finn-on-ai-and-robotics.mp4	230.66 MB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/06_acknowledgments/01_acknowledgments_instructions.html	5.30 kB
[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/06_acknowledgments/02_optional-opportunity-to-mentor-other-learners_instructions.html	1.66 kB

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