Name: | 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 | |
YouTube Video: | |
Category: | Tutorials |
Language: | English |
Total Size: | 13.16 GB |
Info Hash: | 1C6FE20E31AFAB2F041D8BC4299B968B95EEE660 |
Added By: | tutsnode |
Date Added: | 2023-07-19 02:52:50 |
Torrent Status: | Torrent Verified |
Ratings: | Not Yet Rated (Log in to rate it) |
URL | Seeders | Leechers | Completed |
---|---|---|---|
udp://open.stealth.si:80/announce | 89 | 103 | 303 |
udp://tracker.tiny-vps.com:6969/announce | 24 | 44 | 151 |
udp://fasttracker.foreverpirates.co:6969/announce | 0 | 0 | 0 |
udp://tracker.opentrackr.org:1337/announce | 79 | 112 | 366 |
udp://explodie.org:6969/announce | 45 | 45 | 0 |
udp://tracker.cyberia.is:6969/announce | 0 | 0 | 0 |
udp://ipv4.tracker.harry.lu:80/announce | 0 | 0 | 0 |
udp://tracker.uw0.xyz:6969/announce | 0 | 0 | 0 |
udp://opentracker.i2p.rocks:6969/announce | 56 | 87 | 291 |
udp://tracker.birkenwald.de:6969/announce | 0 | 0 | 0 |
udp://tracker.torrent.eu.org:451/announce | 66 | 95 | 271 |
udp://tracker.moeking.me:6969/announce | 0 | 0 | 0 |
udp://tracker.dler.org:6969/announce | 1 | 3 | 0 |
udp://9.rarbg.me:2970/announce | 0 | 0 | 0 |
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.pad/1 | 9.00 B |
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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 |
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[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 |
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[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/03_machine-learning-development-process/04_transfer-learning-using-data-from-a-different-task.en.srt | 20.17 kB |
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[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/03_machine-learning-development-process/05_full-cycle-of-a-machine-learning-project.en.srt | 14.53 kB |
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[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/03_machine-learning-development-process/06_fairness-bias-and-ethics.en.srt | 13.43 kB |
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[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/03_advice-for-applying-machine-learning/04_skewed-datasets-optional/01_error-metrics-for-skewed-datasets.en.srt | 17.02 kB |
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[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/04_decision-trees/04_conversations-with-andrew-optional/01_andrew-ng-and-chris-manning-on-natural-language-processing.en.srt | 63.95 kB |
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[TutsNode.net] - Machine Learning Specialization/machine-learning/01_week-1-introduction-to-machine-learning/02_supervised-vs-unsupervised-machine-learning/04_unsupervised-learning-part-1.mp4 | 18.72 MB |
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[TutsNode.net] - Machine Learning Specialization/machine-learning/01_week-1-introduction-to-machine-learning/02_supervised-vs-unsupervised-machine-learning/05_unsupervised-learning-part-2.mp4 | 8.25 MB |
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[TutsNode.net] - Machine Learning Specialization/machine-learning/01_week-1-introduction-to-machine-learning/03_practice-quiz-supervised-vs-unsupervised-learning/01_practice-quiz-supervised-vs-unsupervised-learning_exam.html | 1.94 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/05_linear-classifier-model.mp4 | 19.07 MB |
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/01_linear-classifiers/06_effect-of-coefficient-values-on-decision-boundary.en.srt | 2.95 kB |
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/01_linear-classifiers/06_effect-of-coefficient-values-on-decision-boundary.en.txt | 1.83 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/01_linear-classifiers/07_using-features-of-the-inputs.en.srt | 2.90 kB |
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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.en.srt | 7.33 kB |
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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 |
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/02_class-probabilities/03_review-of-basics-of-conditional-probabilities.en.srt | 9.18 kB |
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/02_class-probabilities/03_review-of-basics-of-conditional-probabilities.en.txt | 5.56 kB |
[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.srt | 6.88 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/03_logistic-regression/03_logistic-regression-model.en.srt | 4.82 kB |
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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.srt | 8.18 kB |
[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 |
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[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/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 |
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/02_goal-learning-parameters-of-logistic-regression.en.srt | 2.91 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/02_goal-learning-parameters-of-logistic-regression.mp4 | 8.84 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/04_data-likelihood.mp4 | 18.30 MB |
[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/05_finding-best-linear-classifier-with-gradient-ascent.en.srt | 4.26 kB |
[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 |
[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.srt | 7.70 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/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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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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/03_writing-scaled-euclidean-distance-using-weighted-inner-products.en.srt | 4.40 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/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 |
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[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 |
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[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 |
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[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 |
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[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 |
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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/04_univariate-gaussian-distributions.en.srt | 3.77 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.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/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/03_expectation-maximization-em-building-blocks/01_computing-soft-assignments-from-known-cluster-parameters.en.srt | 9.41 kB |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
[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.txt | 3.55 kB |
[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.mp4 | 15.23 MB |
[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 |
[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.txt | 1.50 kB |
[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.mp4 | 5.05 MB |
[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_CLU05-NB01.ipynb.zip | 8.95 kB |
[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_instructions.html | 5.53 kB |
[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_people_wiki.sframe.zip | 56.24 MB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/01_slides-presented-in-this-module_closing-annotated.pdf | 26.07 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/01_slides-presented-in-this-module_instructions.html | 1.13 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/02_module-1-recap.en.txt | 9.99 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/02_module-1-recap.mp4 | 29.31 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/03_module-2-recap.en.srt | 4.73 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/03_module-2-recap.en.txt | 3.04 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/03_module-2-recap.mp4 | 10.54 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/04_module-3-recap.en.srt | 8.59 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/04_module-3-recap.en.txt | 5.64 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/04_module-3-recap.mp4 | 19.72 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/05_module-4-recap.en.srt | 10.47 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/01_what-we-ve-learned/05_module-4-recap.mp4 | 25.94 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/01_why-hierarchical-clustering.en.srt | 3.69 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/01_why-hierarchical-clustering.en.txt | 2.37 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/01_why-hierarchical-clustering.mp4 | 7.70 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/02_divisive-clustering.en.srt | 6.21 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/02_divisive-clustering.en.txt | 3.96 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/02_divisive-clustering.mp4 | 13.08 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/03_agglomerative-clustering.en.srt | 3.97 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/03_agglomerative-clustering.en.txt | 2.52 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/03_agglomerative-clustering.mp4 | 8.65 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/04_the-dendrogram.en.srt | 6.97 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/04_the-dendrogram.en.txt | 4.45 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/04_the-dendrogram.mp4 | 15.35 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/05_agglomerative-clustering-details.en.srt | 10.05 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/05_agglomerative-clustering-details.en.txt | 6.53 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/05_agglomerative-clustering-details.mp4 | 20.18 MB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/06_hidden-markov-models.en.srt | 13.59 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/06_hidden-markov-models.en.txt | 8.67 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/06_hidden-markov-models.mp4 | 32.10 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_CLU06-NB01.ipynb.zip | 5.47 kB |
[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_em_utilities.py.zip | 2.79 kB |
[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_instructions.html | 20.54 kB |
[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.csv.zip | 39.86 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.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 |
[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_tf_idf.npz.zip | 50.92 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_sklearn.feature_extraction.text.TfidfVectorizer.html | 61.60 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/04_summary-and-whats-ahead-in-the-specialization/01_what-we-didn-t-cover.en.srt | 4.05 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/04_summary-and-whats-ahead-in-the-specialization/01_what-we-didn-t-cover.en.txt | 2.57 kB |
[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/04_summary-and-whats-ahead-in-the-specialization/01_what-we-didn-t-cover.mp4 | 8.60 MB |
[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.srt | 2.57 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.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 |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/01_important-update-regarding-the-machine-learning-specialization_instructions.html | 1.75 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/02_slides-presented-in-this-module_instructions.html | 1.13 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/02_slides-presented-in-this-module_intro.pdf | 6.24 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/03_welcome-to-this-course-and-specialization.en.srt | 1.18 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/03_welcome-to-this-course-and-specialization.en.txt | 637.00 B |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/03_welcome-to-this-course-and-specialization.mp4 | 3.32 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/04_who-we-are.en.srt | 8.78 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/04_who-we-are.mp4 | 28.43 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/05_machine-learning-is-changing-the-world.en.srt | 5.38 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/05_machine-learning-is-changing-the-world.en.txt | 3.40 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/05_machine-learning-is-changing-the-world.mp4 | 16.31 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/06_why-a-case-study-approach.en.srt | 10.92 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/06_why-a-case-study-approach.en.txt | 6.86 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/06_why-a-case-study-approach.mp4 | 29.06 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/07_specialization-overview.en.srt | 9.24 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/07_specialization-overview.mp4 | 27.28 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/02_who-this-specialization-is-for-and-what-you-will-be-able-to-do/01_how-we-got-into-ml.en.srt | 5.53 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/02_who-this-specialization-is-for-and-what-you-will-be-able-to-do/01_how-we-got-into-ml.en.txt | 3.35 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/02_who-this-specialization-is-for-and-what-you-will-be-able-to-do/01_how-we-got-into-ml.mp4 | 19.12 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/02_who-this-specialization-is-for-and-what-you-will-be-able-to-do/02_who-is-this-specialization-for.en.srt | 5.56 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/01_linear-regression-modeling/03_what-is-the-goal-and-how-might-you-naively-address-it.en.srt | 4.94 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/03_splitting-the-data-into-training-and-test-sets.en.srt | 2.90 kB |
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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.en.srt | 4.32 kB |
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[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.en.srt | 5.35 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/08_exploring-other-features-of-the-data.en.srt | 7.38 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/08_exploring-other-features-of-the-data.mp4 | 13.66 MB |
[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/09_learning-a-model-to-predict-house-prices-from-more-features.mp4 | 7.73 MB |
[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.en.srt | 5.45 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/03_summary-of-clustering-and-similarity/01_clustering-and-similarity-ml-block-diagram.en.srt | 8.68 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/03_summary-of-clustering-and-similarity/01_clustering-and-similarity-ml-block-diagram.en.txt | 5.33 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/03_summary-of-clustering-and-similarity/01_clustering-and-similarity-ml-block-diagram.mp4 | 18.91 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/03_summary-of-clustering-and-similarity/02_clustering-and-similarity_exam.html | 109.15 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/01_download-the-jupyter-notebook-used-in-this-lesson-to-follow-along_FND04-NB01.ipynb.zip | 11.61 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-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/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/01_download-the-jupyter-notebook-used-in-this-lesson-to-follow-along_people_wiki.sframe.zip | 56.24 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/02_loading-exploring-wikipedia-data.en.srt | 5.35 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/02_loading-exploring-wikipedia-data.mp4 | 17.54 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/03_exploring-word-counts.en.srt | 7.20 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/03_exploring-word-counts.en.txt | 4.28 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/03_exploring-word-counts.mp4 | 18.75 MB |
[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 |
[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.txt | 3.34 kB |
[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 |
[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.srt | 3.66 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.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 |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/07_examples-of-document-retrieval-in-action.en.srt | 4.80 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/07_examples-of-document-retrieval-in-action.en.txt | 2.78 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/07_examples-of-document-retrieval-in-action.mp4 | 12.94 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/05_programming-assignment/01_retrieving-wikipedia-articles-assignment_FND04-NB01.ipynb.zip | 11.61 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/05_programming-assignment/01_retrieving-wikipedia-articles-assignment_instructions.html | 9.04 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/05_programming-assignment/01_retrieving-wikipedia-articles-assignment_people_wiki.csv | 110.85 MB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/05_programming-assignment/02_retrieving-wikipedia-articles_exam.html | 8.34 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/01_recommender-systems/02_recommender-systems-overview.mp4 | 4.62 MB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/02_co-occurrence-matrices-for-collaborative-filtering/01_collaborative-filtering-people-who-bought-this-also-bought.en.srt | 6.79 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/02_co-occurrence-matrices-for-collaborative-filtering/01_collaborative-filtering-people-who-bought-this-also-bought.en.txt | 4.17 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/02_co-occurrence-matrices-for-collaborative-filtering/01_collaborative-filtering-people-who-bought-this-also-bought.mp4 | 15.26 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/02_co-occurrence-matrices-for-collaborative-filtering/02_effect-of-popular-items.en.srt | 3.84 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/02_co-occurrence-matrices-for-collaborative-filtering/02_effect-of-popular-items.mp4 | 8.05 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/02_co-occurrence-matrices-for-collaborative-filtering/03_normalizing-co-occurrence-matrices-and-leveraging-purchase-histories.en.srt | 8.14 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/02_co-occurrence-matrices-for-collaborative-filtering/03_normalizing-co-occurrence-matrices-and-leveraging-purchase-histories.mp4 | 19.46 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/03_matrix-factorization/01_the-matrix-completion-task.en.srt | 6.45 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/03_matrix-factorization/02_recommendations-from-known-user-item-features.mp4 | 14.18 MB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/03_matrix-factorization/03_predictions-in-matrix-form.mp4 | 7.45 MB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/03_matrix-factorization/04_discovering-hidden-structure-by-matrix-factorization.mp4 | 17.22 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/03_matrix-factorization/05_bringing-it-all-together-featurized-matrix-factorization.en.srt | 4.15 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/04_performance-metrics-for-recommender-systems/01_a-performance-metric-for-recommender-systems.en.srt | 7.02 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/04_performance-metrics-for-recommender-systems/01_a-performance-metric-for-recommender-systems.en.txt | 4.38 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/04_performance-metrics-for-recommender-systems/01_a-performance-metric-for-recommender-systems.mp4 | 16.52 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/04_performance-metrics-for-recommender-systems/02_optimal-recommenders.en.srt | 2.67 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/05_summary-of-recommender-systems/01_recommender-systems-ml-block-diagram.en.srt | 5.79 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/05_summary-of-recommender-systems/01_recommender-systems-ml-block-diagram.mp4 | 12.28 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/05_summary-of-recommender-systems/02_recommender-systems_exam.html | 789.13 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_FND05-NB01.ipynb.zip | 15.14 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_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 |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/02_loading-and-exploring-song-data.en.srt | 6.16 kB |
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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.srt | 5.50 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/05_using-precision-recall-to-compare-recommender-models.en.txt | 2.60 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/07_programming-assignment/01_recommending-songs-assignment_graphlab.SFrame.groupby.html | 281.42 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/07_programming-assignment/01_recommending-songs-assignment_instructions.html | 10.68 kB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/07_programming-assignment/01_recommending-songs-assignment_song_data.csv | 149.16 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/07_programming-assignment/01_recommending-songs-assignment_song_data.sframe.zip | 47.97 MB |
[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/07_programming-assignment/02_recommending-songs_exam.html | 3.32 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_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 |
[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_eccv06.pdf | 706.42 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_iccv99.pdf | 564.40 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_imagenet.pdf | 1.35 MB |
[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_instructions.html | 3.11 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_johnson_andrew_1997_3.pdf | 8.91 MB |
[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 |
[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_mikolajczyk_pami05.pdf | 2.00 MB |
[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 |
[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.txt | 320.00 B |
[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-regression/02_simple-linear-regression/01_regression-fundamentals/02_a-case-study-in-predicting-house-prices.en.srt | 1.50 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/01_regression-fundamentals/02_a-case-study-in-predicting-house-prices.mp4 | 3.81 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/01_regression-fundamentals/03_regression-fundamentals-data-model.en.srt | 9.74 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/01_the-simple-linear-regression-model.en.srt | 2.64 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/01_the-simple-linear-regression-model.en.txt | 1.62 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/01_the-simple-linear-regression-model.mp4 | 7.65 MB |
[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 |
[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.txt | 4.89 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/03_using-the-fitted-line.en.srt | 6.72 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/03_using-the-fitted-line.en.txt | 3.94 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/03_using-the-fitted-line.mp4 | 16.62 MB |
[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 |
[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.txt | 3.90 kB |
[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/01_defining-our-least-squares-optimization-objective.mp4 | 10.19 MB |
[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 |
[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.txt | 4.28 kB |
[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 |
[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.en.srt | 3.47 kB |
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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 |
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[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 |
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[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 |
[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.txt | 3.70 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/05_finding-the-least-squares-line/03_optional-reading-worked-out-example-for-closed-form-solution_instructions.html | 12.45 kB |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/03_polynomial-regression.en.srt | 5.23 kB |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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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/01_defining-how-we-assess-performance/03_what-do-we-mean-by-loss.mp4 | 13.85 MB |
[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.en.srt | 10.27 kB |
[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.en.txt | 6.51 kB |
[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 |
[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.txt | 3.72 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/04_defining-overfitting.en.srt | 2.59 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/04_defining-overfitting.mp4 | 6.10 MB |
[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.en.srt | 2.54 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/05_training-test-split.mp4 | 6.10 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/03_3-sources-of-error-and-the-bias-variance-tradeoff/01_irreducible-error-and-bias.en.srt | 8.80 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/03_3-sources-of-error-and-the-bias-variance-tradeoff/01_irreducible-error-and-bias.en.txt | 5.49 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/03_3-sources-of-error-and-the-bias-variance-tradeoff/01_irreducible-error-and-bias.mp4 | 20.89 MB |
[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 |
[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.txt | 4.98 kB |
[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 |
[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.en.srt | 6.70 kB |
[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.en.txt | 3.96 kB |
[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 |
[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.srt | 10.29 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.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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/05_putting-the-pieces-together/02_a-brief-recap.en.srt | 1.96 kB |
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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/05_putting-the-pieces-together/02_a-brief-recap.mp4 | 5.01 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_home_data.sframe.zip | 908.17 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_instructions.html | 14.47 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_kc_house_data.csv.zip | 780.66 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_numpy-tutorial-py3.ipynb.zip | 2.92 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_REG03-NB01.ipynb.zip | 4.20 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_set_1_data.csv.zip | 158.64 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_set_2_data.csv.zip | 157.64 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_set_3_data.csv.zip | 158.66 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_set_4_data.csv.zip | 158.30 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_train_data.csv.zip | 354.68 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_valid_data.csv.zip | 349.96 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/01_slides-presented-in-this-module_instructions.html | 1.15 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/01_slides-presented-in-this-module_week4_ridgeregression-annotated.pdf | 3.01 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/02_symptoms-of-overfitting-in-polynomial-regression.en.srt | 3.03 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/02_symptoms-of-overfitting-in-polynomial-regression.en.txt | 1.91 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/03_download-the-notebook-and-follow-along_instructions.html | 1.42 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/04_overfitting-demo.en.srt | 8.52 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/04_overfitting-demo.en.txt | 5.34 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/04_overfitting-demo.mp4 | 16.94 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/05_overfitting-for-more-general-multiple-regression-models.en.srt | 5.05 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/05_overfitting-for-more-general-multiple-regression-models.mp4 | 11.33 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/01_balancing-fit-and-magnitude-of-coefficients.en.srt | 7.61 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/01_balancing-fit-and-magnitude-of-coefficients.en.txt | 4.67 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/01_balancing-fit-and-magnitude-of-coefficients.mp4 | 18.11 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/02_the-resulting-ridge-objective-and-its-extreme-solutions.en.srt | 6.34 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/03_how-ridge-regression-balances-bias-and-variance.en.txt | 1.26 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/04_download-the-notebook-and-follow-along_instructions.html | 1.62 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/04_download-the-notebook-and-follow-along_Overfitting_Demo_Ridge_Lasso.ipynb.zip | 198.44 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/05_ridge-regression-demo.en.srt | 12.01 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/05_ridge-regression-demo.en.txt | 7.54 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/05_ridge-regression-demo.mp4 | 24.95 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/06_the-ridge-coefficient-path.en.srt | 4.63 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/06_the-ridge-coefficient-path.en.txt | 2.92 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/06_the-ridge-coefficient-path.mp4 | 9.57 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/01_computing-the-gradient-of-the-ridge-objective.en.srt | 5.73 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/02_approach-1-closed-form-solution.en.srt | 6.58 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/02_approach-1-closed-form-solution.en.txt | 3.90 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/03_discussing-the-closed-form-solution.en.srt | 6.19 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/03_discussing-the-closed-form-solution.en.txt | 3.74 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/04_approach-2-gradient-descent.en.srt | 10.05 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/04_approach-2-gradient-descent.en.txt | 5.99 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/02_k-fold-cross-validation.en.txt | 4.68 kB |
[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/03_how-to-handle-the-intercept.en.txt | 4.69 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/03_how-to-handle-the-intercept.mp4 | 18.60 MB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/04_a-brief-recap.en.srt | 2.32 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/04_a-brief-recap.en.txt | 1.43 kB |
[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 |
[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.srt | 3.71 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.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 |
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[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 |
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[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 |
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/01_slides-presented-in-this-module_instructions.html | 1.13 kB |
[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/02_simple-and-multiple-regression.en.srt | 6.51 kB |
[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/02_gaussian-normal-distribution.mp4 | 20.88 MB |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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[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 |
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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.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 |
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[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 |
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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.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/05_review-of-key-concepts.en.srt | 8.48 kB |
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[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 |
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[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 |