Python Data Products for Predictive Analytics Specialization

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name:	Python Data Products for Predictive Analytics Specialization
说明: Description Build Predictive Systems with Accuracy. Collect, model, and deploy data-driven systems using Python and machine learning. What you’ll learn Discover how to transform data and make it suitable for data-driven predictive tasks Understand how to compute basic statistics using real-world datasets of consumer activities, like product reviews and more Use Python to create interactive data visualizations to make meaningful predictions and build simple demo systems Perform simple regressions and classifications on datasets using machine learning libraries Last Updated 6/2023
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类别:	Tutorials
语言:	English
总大小:	2.68 GB
哈希信息:	C9683176253EFF3F869EFD4430D1DD1D92D95617
增加:	tutsnode
加入的日期:	2023-07-20 02:54:46
洪流地位:	Torrent Verified

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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/03_week-3-data-processing-in-python/02_processing-different-data-types/02_processing-times-and-dates-in-python_PDP_Course1_Slides.pdf	36.55 MB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/01_numpy/01_matrix-processing-and-numpy.en.txt	5.71 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/01_numpy/01_matrix-processing-and-numpy_PDP_Course1_Slides.pdf	36.55 MB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/02_matplotlib/01_introduction-to-data-visualization_PDP_Course1_Slides.pdf	36.55 MB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/02_matplotlib/02_introduction-to-matplotlib.mp4	9.93 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/02_matplotlib/02_introduction-to-matplotlib_PDP_Course1_Slides.pdf	36.55 MB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/02_matplotlib/04_review-matplotlib_quiz.html	3.63 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/03_urllib-and-beautifulsoup/01_urllib-and-beautifulsoup_PDP_Course1_Slides.pdf	36.55 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/03_urllib-and-beautifulsoup/02_review-urllib-and-beautifulsoup_quiz.html	2.55 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/05_final-project/02_project-1-reading-and-manipulating-datasets-in-python/03_project-submission_peer_assignment_instructions.html	6.30 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/02_recommender-systems-versus-other-forms-of-supervised-learning.en.srt	11.99 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/02_recommender-systems-versus-other-forms-of-supervised-learning.en.txt	7.55 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/02_recommender-systems-versus-other-forms-of-supervised-learning.mp4	16.85 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/03_collaborative-filtering-based-recommendation.en.srt	34.16 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/03_collaborative-filtering-based-recommendation.en.txt	17.99 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/03_collaborative-filtering-based-recommendation.mp4	40.31 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/03_introduction-to-latent-factor-models/01_latent-factor-models-part-1.en.srt	20.84 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/03_introduction-to-latent-factor-models/01_latent-factor-models-part-1.mp4	25.21 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/03_introduction-to-latent-factor-models/02_latent-factor-models-part-2.en.srt	19.24 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/03_introduction-to-latent-factor-models/02_latent-factor-models-part-2.en.txt	10.15 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/03_introduction-to-latent-factor-models/02_latent-factor-models-part-2.mp4	21.00 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/01_similarity-based-recommenders/01_implementing-a-similarity-based-recommender.en.srt	14.00 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/01_similarity-based-recommenders/01_implementing-a-similarity-based-recommender.en.txt	8.88 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/01_similarity-based-recommenders/01_implementing-a-similarity-based-recommender.mp4	19.38 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/01_similarity-based-recommenders/02_similarity-based-recommender-for-rating-prediction.en.srt	14.17 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/01_similarity-based-recommenders/02_similarity-based-recommender-for-rating-prediction.en.txt	7.44 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/01_similarity-based-recommenders/02_similarity-based-recommender-for-rating-prediction.mp4	15.98 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/02_implementing-latent-factor-models/01_implementing-a-latent-factor-model-part-1.en.srt	22.36 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/02_implementing-latent-factor-models/01_implementing-a-latent-factor-model-part-1.en.txt	11.84 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/02_implementing-latent-factor-models/01_implementing-a-latent-factor-model-part-1.mp4	24.73 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/02_implementing-latent-factor-models/02_implementing-a-latent-factor-model-part-2.en.srt	12.75 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/02_implementing-latent-factor-models/02_implementing-a-latent-factor-model-part-2.en.txt	6.67 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/02_implementing-recommender-systems/02_implementing-latent-factor-models/02_implementing-a-latent-factor-model-part-2.mp4	13.65 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/01_intro-to-web-server-frameworks-in-python.en.srt	5.90 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/01_intro-to-web-server-frameworks-in-python.en.txt	3.09 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/01_intro-to-web-server-frameworks-in-python.mp4	10.24 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/02_intro-to-django.en.srt	7.25 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/02_intro-to-django.mp4	12.03 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/03_setting-up-your-workspace-with-docker-django_instructions.html	1.96 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/04_flask.en.srt	10.07 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/04_flask.mp4	18.19 MB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/04_project-4-recommender-system/01_project-4-recommender-system/01_project-description_instructions.html	4.87 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/04_project-4-recommender-system/01_project-4-recommender-system/02_how-to-find-a-dataset_instructions.html	2.52 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/01_description-of-capstone-tasks.mp4	12.87 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/02_capstone-overview_Capstone-Description.pdf	115.24 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/02_capstone-overview_CAPSTONE.zip	9.14 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/01_course-information/01_syllabus_instructions.html	4.73 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/01_course-information/02_course-materials_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/01_course-information/02_course-materials_instructions.html	1.42 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/01_course-information/02_course-materials_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/01_course-information/03_set-up-your-system_instructions.html	7.26 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/02_recap-mathematical-notation/01_recap-mathematical-notation_instructions.html	1.05 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/02_recap-mathematical-notation/01_recap-mathematical-notation_Recap_on_Mathematical_N	204.92 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/01_introduction-to-supervised-learning.en.srt	19.40 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/01_introduction-to-supervised-learning.en.txt	10.17 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/01_introduction-to-supervised-learning.mp4	20.00 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/01_introduction-to-supervised-learning_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/01_introduction-to-supervised-learning_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/02_supervised-learning-regression.en.srt	15.91 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/02_supervised-learning-regression.en.txt	8.36 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/02_supervised-learning-regression.mp4	17.89 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/02_supervised-learning-regression_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/03_supervised-learning/02_supervised-learning-regression_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/01_regression-in-python.en.srt	14.10 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/01_regression-in-python.en.txt	8.80 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/01_regression-in-python.mp4	17.85 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/01_regression-in-python_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/01_regression-in-python_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/02_time-series-regression.en.srt	11.84 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/02_time-series-regression.en.txt	7.57 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/02_time-series-regression.mp4	17.76 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/02_time-series-regression_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/02_time-series-regression_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/03_autoregression.en.srt	10.85 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/03_autoregression.en.txt	5.63 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/03_autoregression.mp4	14.15 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/03_autoregression_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/03_autoregression_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/01_features-from-categorical-data.en.srt	13.32 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/01_features-from-categorical-data.en.txt	8.41 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/01_features-from-categorical-data.mp4	20.23 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/01_features-from-categorical-data_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/01_features-from-categorical-data_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/02_features-from-temporal-data.en.srt	15.06 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/02_features-from-temporal-data.en.txt	7.82 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/02_features-from-temporal-data.mp4	17.35 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/02_features-from-temporal-data_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/02_features-from-temporal-data_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/03_feature-transformations.en.srt	7.24 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/03_feature-transformations.mp4	9.74 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/03_feature-transformations_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/03_feature-transformations_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/04_missing-values.en.srt	13.72 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/04_missing-values.mp4	18.00 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/04_missing-values_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/04_missing-values_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/05_supplementary-notebook-for-features_instructions.html	1.35 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/05_supplementary-notebook-for-features_Supplementary_Features_Notebook.ipynb	5.82 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/01_supervised-learning-classification.en.srt	7.89 kB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/01_supervised-learning-classification.mp4	12.00 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/01_supervised-learning-classification_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/01_supervised-learning-classification_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/02_classification-nearest-neighbors.en.srt	7.63 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/02_classification-nearest-neighbors.en.txt	4.04 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/02_classification-nearest-neighbors.mp4	9.75 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/02_classification-nearest-neighbors_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/02_classification-nearest-neighbors_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/03_classification-logistic-regression.en.srt	13.51 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/03_classification-logistic-regression.en.txt	8.38 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/03_classification-logistic-regression.mp4	17.71 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/03_classification-logistic-regression_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/03_classification-logistic-regression_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/04_introduction-to-support-vector-machines.en.srt	15.49 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/04_introduction-to-support-vector-machines.en.txt	9.96 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/04_introduction-to-support-vector-machines.mp4	19.79 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/04_introduction-to-support-vector-machines_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/03_week-3-classification/01_classification/04_introduction-to-support-vector-machines_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/01_classification-in-python.en.srt	12.53 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/01_classification-in-python.en.txt	6.62 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/01_classification-in-python.mp4	13.70 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/01_classification-in-python_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/01_classification-in-python_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/02_introduction-to-training-and-testing.en.srt	11.03 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/02_introduction-to-training-and-testing.en.txt	5.91 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/02_introduction-to-training-and-testing.mp4	12.82 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/02_introduction-to-training-and-testing_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/01_more-on-classification/02_introduction-to-training-and-testing_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/01_gradient-descent-in-python.en.srt	14.75 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/01_gradient-descent-in-python.en.txt	7.85 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/01_gradient-descent-in-python.mp4	16.48 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/01_gradient-descent-in-python_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/01_gradient-descent-in-python_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/02_gradient-descent-in-tensorflow.en.srt	11.66 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/02_gradient-descent-in-tensorflow.en.txt	6.17 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/02_gradient-descent-in-tensorflow.mp4	12.70 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/02_gradient-descent-in-tensorflow_Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/02_gradient-descent-in-tensorflow_PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/03_livecoding-tensorflow.en.srt	9.47 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/03_livecoding-tensorflow.en.txt	5.92 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/04_week-4-gradient-descent/02_gradient-descent/03_livecoding-tensorflow.mp4	9.62 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/05_final-project/01_project-2-making-predictions-from-data/01_project-description_instructions.html	3.87 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/05_final-project/01_project-2-making-predictions-from-data/02_where-to-find-datasets_instructions.html	2.53 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/06_Resources/01_lecture-slides/01__PDP_Course2_Slides.pdf	19.61 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/06_Resources/01_lecture-slides/01__resources.html	1.06 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/06_Resources/02_course-notebooks/01__Final_Course2.zip	23.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/06_Resources/02_course-notebooks/01__resources.html	1.06 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/01_course-introduction/01_introduction-to-course-3-meaningful-predictive-modeling.en.srt	7.13 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/01_course-introduction/01_introduction-to-course-3-meaningful-predictive-modeling.en.txt	3.88 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/01_course-introduction/01_introduction-to-course-3-meaningful-predictive-modeling.mp4	8.58 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/01_course-introduction/02_syllabus_instructions.html	4.80 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/01_course-introduction/03_setting-up-your-system_instructions.html	5.45 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/01_course-introduction/04_optional-additional-resources-and-recommended-readings_instructions.html	3.44 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/02_course-essentials/01_course-materials_Final_Course3.zip	19.26 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/02_course-essentials/01_course-materials_instructions.html	1.32 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/02_course-essentials/01_course-materials_PDP_Course3_Slides.pdf	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/01_motivation-behind-the-mse.en.srt	15.89 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/01_motivation-behind-the-mse.en.txt	8.34 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/01_motivation-behind-the-mse.mp4	16.44 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/01_motivation-behind-the-mse_PDP_Course3_Slides.pdf	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/02_regression-diagnostics-mse-and-r2.en.srt	12.29 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/02_regression-diagnostics-mse-and-r2.en.txt	6.48 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/02_regression-diagnostics-mse-and-r2.mp4	13.27 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/02_regression-diagnostics-mse-and-r2_PDP_Course3_Slides.pdf	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/03_over-and-under-fitting.en.srt	10.23 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/03_over-and-under-fitting.en.txt	6.54 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/03_over-and-under-fitting.mp4	13.09 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/03_regression-diagnostics/03_over-and-under-fitting_PDP_Course3_Slides.pdf	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/04_classification-diagnostics/01_classification-diagnostics-accuracy-and-error.en.srt	19.05 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/04_classification-diagnostics/01_classification-diagnostics-accuracy-and-error.en.txt	10.04 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/04_classification-diagnostics/01_classification-diagnostics-accuracy-and-error.mp4	21.15 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/04_classification-diagnostics/01_classification-diagnostics-accuracy-and-error_PDP_Course3_Slides.pdf	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/04_classification-diagnostics/02_classification-diagnostics-precision-and-recall.en.srt	21.54 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/04_classification-diagnostics/02_classification-diagnostics-precision-and-recall.en.txt	11.42 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/04_classification-diagnostics/02_classification-diagnostics-precision-and-recall.mp4	22.64 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/04_classification-diagnostics/02_classification-diagnostics-precision-and-recall_PDP_Course3_Slides.pdf	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/01_setting-up-a-codebase/01_setting-up-a-codebase-for-evaluation-and-validation.en.srt	21.27 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/01_setting-up-a-codebase/01_setting-up-a-codebase-for-evaluation-and-validation.en.txt	11.20 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/01_setting-up-a-codebase/01_setting-up-a-codebase-for-evaluation-and-validation.mp4	25.35 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/01_setting-up-a-codebase/01_setting-up-a-codebase-for-evaluation-and-validation_PDP_Cour	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/01_model-complexity-and-regularization.en.srt	17.91 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/01_model-complexity-and-regularization.en.txt	9.47 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/01_model-complexity-and-regularization.mp4	20.50 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/01_model-complexity-and-regularization_PDP_Cour	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/02_adding-a-regularizer-to-our-model-and-evalua	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/02_adding-a-regularizer-to-our-model-and-evalua	12.49 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/02_adding-a-regularizer-to-our-model-and-evalua	7.91 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/02_adding-a-regularizer-to-our-model-and-evalua	17.04 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/03_evaluating-classifiers-for-ranking.en.srt	5.69 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/03_evaluating-classifiers-for-ranking.en.txt	3.64 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/03_evaluating-classifiers-for-ranking.mp4	8.59 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/02_week-2-codebases-regularization-and-evaluating-a-model/02_regularization-and-evaluating-a-model/03_evaluating-classifiers-for-ranking_PDP_Cours	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/01_validation.en.srt	9.64 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/01_validation.en.txt	5.13 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/01_validation.mp4	9.73 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/01_validation_PDP_Course3_Slides.pdf	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/02_theorems-about-training-testing-and-validation.en.srt	14.70 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/02_theorems-about-training-testing-and-validation.en.txt	7.87 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/02_theorems-about-training-testing-and-validation.mp4	16.91 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/02_theorems-about-training-testing-and-validation_PDP_Course3_Slides.pdf	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/02_pipelines-in-python/01_implementing-a-regularization-pipeline-in-python.en.srt	9.38 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/02_pipelines-in-python/01_implementing-a-regularization-pipeline-in-python.en.txt	5.01 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/02_pipelines-in-python/01_implementing-a-regularization-pipeline-in-python.mp4	11.23 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/02_pipelines-in-python/01_implementing-a-regularization-pipeline-in-python_PDP_Course3_Slides.pdf	2.33 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/02_pipelines-in-python/02_guidelines-on-the-implementation-of-predictive-pipelines.en.srt	10.92 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/02_pipelines-in-python/02_guidelines-on-the-implementation-of-predictive-pipelines.en.txt	5.73 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/02_pipelines-in-python/02_guidelines-on-the-implementation-of-predictive-pipelines.mp4	11.04 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/04_final-project/01_project-3-validating-predictions-from-data/01_project-description_instructions.html	4.78 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/04_final-project/01_project-3-validating-predictions-from-data/02_where-to-find-datasets_instructions.html	2.57 kB

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Python Data Products for Predictive Analytics Specialization