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Python Data Products for Predictive Analytics Specialization

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File Name
Size
[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 MB
TutsNode.net.txt
63 B
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/01_course-information/02_course-materials_Final_Course1.zip
631 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/04_optional-python-additional-resources-and-recommended-readings_python_functions.htm
44 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/01_course-information/02_course-materials_instructions.html
1.4 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.srt
22 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/03_week-3-data-processing-in-python/01_data-filtering-and-cleaning/01_data-filtering-and-cleaning.en.txt
10 kB
.pad/0
74 B
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/02_what-is-a-data-product/01_what-is-a-data-product_PDP_Course1_Slides.pdf
36 MB
[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_Notation.pdf
205 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/02_capstone-overview_Capstone-Description.pdf
115 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/02_capstone-materials/01__Capstone-Description.pdf
115 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/02_simple-statistics/01_extracting-simple-statistics-from-datasets.en.srt
22 kB
[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.txt
7.3 kB
.pad/1
79 B
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/02_what-is-a-data-product/03_developing-a-data-product-strategy_PDP_Course1_Slides.pdf
36 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 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.srt
22 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.srt
21 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/02_what-is-a-data-product/04_our-case-study-recommender-systems_instructions.html
1.0 kB
[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
21 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 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/03_week-3-data-processing-in-python/01_data-filtering-and-cleaning/01_data-filtering-and-cleaning.en.srt
19 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.srt
19 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.srt
19 kB
[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.en.srt
19 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
18 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.srt
18 kB
[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.en.srt
17 kB
[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.en.srt
17 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/03_optional-python-how-to-run_instructions.html
2.2 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/02_reading-csv-json-files.en.srt
16 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/03_quiz-week-2-assessment/01_python-reading-data-and-simple-statistics_exam.html
16 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.srt
16 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.srt
16 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.srt
16 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.srt
15 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/03_processing-structured-data-in-python.en.srt
15 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.srt
15 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.srt
15 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/01_csv-json-files.en.srt
14 kB
[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/01_processing-text-and-strings-in-python.en.srt
14 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/05_livecoding-getting-started-with-jupyter.en.srt
14 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.srt
14 kB
[TGx]Downloaded from torrentgalaxy.to .txt
585 B
.pad/2
379 B
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/03_processing-structured-data-in-python_PDP_Course1_Slides.pdf
36 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 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.srt
14 kB
[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
14 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.srt
14 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.srt
13 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.srt
13 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.srt
12 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-evaluating-the-regularized-model.en.srt
12 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.srt
12 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.srt
12 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.srt
12 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
12 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.srt
12 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/01_description-of-capstone-tasks.en.srt
12 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/02_simple-statistics/01_extracting-simple-statistics-from-datasets.en.txt
11 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 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/02_what-is-a-data-product/03_developing-a-data-product-strategy.en.srt
11 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 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.srt
11 kB
[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.txt
11 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.srt
11 kB
[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.en.txt
11 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.srt
11 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/02_simple-statistics/02_simple-statistics-live-coding.en.srt
10 kB
[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/03_livecoding-time-and-date-data.en.srt
10 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.srt
10 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 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 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/01_python-and-jupyter-basics.en.srt
10 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/04_flask.en.srt
10 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 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
10 kB
[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.en.txt
9.9 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/01_course-information/02_course-materials_Final_Course4.zip
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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_Final_Course4.zip
9.8 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/01_notebooks/01__Final_Course4.zip
9.8 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/02_matplotlib/03_live-coding-matplotlib.en.srt
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/01_validation.en.srt
9.6 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/01_numpy/02_review-numpy_quiz.html
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[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
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[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
9.5 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.srt
9.4 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/01_python-and-jupyter-basics.en.txt
5.3 kB
.pad/3
58 B
[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 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/02_capstone-overview_CAPSTONE.zip
9.1 kB
[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.srt
9.1 kB
[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.en.txt
8.9 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/02_capstone-materials/01__CAPSTONE.zip
8.9 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
8.9 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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/02_reading-csv-json-files.en.txt
8.7 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/02_python-recap.en.srt
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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/01_features-from-categorical-data.en.txt
8.4 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
8.4 kB
[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
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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/03_supervised-learning/02_supervised-learning-regression.en.txt
8.4 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
8.3 kB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/05_final-project/01_course-summary/01_course-summary.en.txt
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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.en.srt
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[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-evaluating-the-regularized-model.en.txt
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/03_processing-structured-data-in-python.en.txt
7.9 kB
[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/02_where-to-find-datasets_instructions.html
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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.en.srt
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[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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/06_Resources/01_lecture-slides/01__resources.html
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[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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/06_Resources/02_course-notebooks/01__resources.html
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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/02_features-from-temporal-data.en.txt
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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/01_data-filtering-and-cleaning/01_data-filtering-and-cleaning_PDP_Course1_Slides.pdf
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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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/02_reading-csv-json-files_PDP_Course1_Slides.pdf
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/01_course-information/02_course-materials_PDP_Course1_Slides.pdf
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/02_simple-statistics/01_extracting-simple-statistics-from-datasets_PDP_Course1_Slides.pdf
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/01_python-and-jupyter-basics_PDP_Course1_Slides.pdf
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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/01_processing-text-and-strings-in-python_PDP_Course1_Slides.pdf
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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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/05_final-project/01_course-summary/01_course-summary_PDP_Course1_Slides.pdf
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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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/01_csv-json-files_PDP_Course1_Slides.pdf
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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.mp4
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[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
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[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
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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/03_classification-logistic-regression_Final_Course2.zip
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[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
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[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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/06_Resources/02_course-notebooks/01__Final_Course2.zip
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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/03_supervised-learning/01_introduction-to-supervised-learning_Final_Course2.zip
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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/04_regression/03_autoregression_Final_Course2.zip
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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_Final_Course2.zip
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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/02_course-materials_Final_Course2.zip
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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/04_regression/01_regression-in-python_Final_Course2.zip
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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/04_regression/02_time-series-regression_Final_Course2.zip
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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/02_classification-nearest-neighbors_Final_Course2.zip
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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/01_features-from-categorical-data_Final_Course2.zip
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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_Final_Course2.zip
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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_Final_Course2.zip
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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/02_features-from-temporal-data_Final_Course2.zip
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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/04_introduction-to-support-vector-machines_Final_Course2.zip
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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/03_supervised-learning/02_supervised-learning-regression_Final_Course2.zip
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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.mp4
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[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
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[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
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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/02_latent-factor-models-part-2.mp4
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/02_simple-statistics/01_extracting-simple-statistics-from-datasets.mp4
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[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
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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/01_features-from-categorical-data.mp4
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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/03_supervised-learning/01_introduction-to-supervised-learning.mp4
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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/04_introduction-to-support-vector-machines.mp4
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[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
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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/04_regression/02_time-series-regression_PDP_Course2_Slides.pdf
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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_PDP_Course2_Slides.pdf
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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/04_introduction-to-support-vector-machines_PDP_Course2_Slides.pdf
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[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
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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/03_supervised-learning/01_introduction-to-supervised-learning_PDP_Course2_Slides.pdf
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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/02_features-from-temporal-data_PDP_Course2_Slides.pdf
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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/03_supervised-learning/02_supervised-learning-regression_PDP_Course2_Slides.pdf
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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/01_features-from-categorical-data_PDP_Course2_Slides.pdf
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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_PDP_Course2_Slides.pdf
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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/02_course-materials_PDP_Course2_Slides.pdf
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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/02_classification-nearest-neighbors_PDP_Course2_Slides.pdf
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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/03_classification-logistic-regression_PDP_Course2_Slides.pdf
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[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
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[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
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[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
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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/04_regression/03_autoregression_PDP_Course2_Slides.pdf
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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/04_regression/01_regression-in-python_PDP_Course2_Slides.pdf
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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_PDP_Course2_Slides.pdf
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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/01_data-filtering-and-cleaning/01_data-filtering-and-cleaning.mp4
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[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
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[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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/01_csv-json-files.mp4
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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
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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
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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/03_supervised-learning/02_supervised-learning-regression.mp4
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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/04_regression/01_regression-in-python.mp4
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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/04_regression/02_time-series-regression.mp4
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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/03_classification-logistic-regression.mp4
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/02_reading-csv-json-files.mp4
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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/02_features-from-temporal-data.mp4
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[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-evaluating-the-regularized-model.mp4
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[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
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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.mp4
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/05_livecoding-getting-started-with-jupyter.mp4
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[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
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[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
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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/01_processing-text-and-strings-in-python.mp4
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/03_processing-structured-data-in-python.mp4
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[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
16 MB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/02_what-is-a-data-product/03_developing-a-data-product-strategy.mp4
16 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/03_live-coding-matplotlib.mp4
14 MB
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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/04_regression/03_autoregression.mp4
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[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
14 MB
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[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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/01_python-and-jupyter-basics.mp4
14 MB
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[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
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[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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/02_simple-statistics/02_simple-statistics-live-coding.mp4
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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
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[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
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[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
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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/03_livecoding-time-and-date-data.mp4
13 MB
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/02_what-is-a-data-product/02_data-product-examples-in-enterprise.mp4
12 MB
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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
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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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/02_what-is-a-data-product/01_what-is-a-data-product.mp4
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/01_introduction-to-recommender-systems.mp4
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[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
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[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
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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.mp4
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/01_week-1-introduction-to-data-products/03_introducing-python/02_python-recap.mp4
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[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
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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
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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/02_classification-nearest-neighbors.mp4
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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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/01_validation.mp4
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[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
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[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
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[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
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/02_week-2-reading-data-in-python/01_csv-and-json-files/04_live-coding-json.mp4
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[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/05_final-project/01_course-summary/01_course-summary.mp4
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