[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/03_collaborative-filtering-based-recommendation.mp440.3 MB
TutsNode.net.txt63 bytes
[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.zip631.3 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.htm44.0 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.html1.4 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.srt22.4 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.txt10.2 KB
.pad/074 bytes
[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.pdf36.5 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.pdf204.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/02_capstone-overview_Capstone-Description.pdf115.2 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/02_capstone-materials/01__Capstone-Description.pdf115.2 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.srt21.6 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.txt7.3 KB
.pad/179 bytes
[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.pdf36.5 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.srt34.2 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.srt21.5 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.srt21.3 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.html1.0 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.srt20.8 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.srt19.4 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.srt19.3 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.srt19.2 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.srt19.1 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.srt18.9 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.txt18.0 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.srt17.9 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.srt17.1 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.srt16.9 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.html2.2 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.srt16.4 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.html16.2 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.srt15.9 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.srt15.9 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.srt15.5 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.srt15.1 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.srt14.9 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.srt14.8 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.srt14.7 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.srt14.4 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.srt14.4 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/05_livecoding-getting-started-with-jupyter.en.srt14.3 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.srt14.2 KB
[TGx]Downloaded from torrentgalaxy.to .txt585 bytes
.pad/2379 bytes
[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.pdf36.5 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.srt14.1 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.srt14.0 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.srt13.7 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.srt13.5 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.srt13.3 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.srt12.8 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.srt12.5 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.srt12.5 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.srt12.3 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.srt12.0 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.srt11.8 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.txt11.8 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.srt11.7 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/01_description-of-capstone-tasks.en.srt11.7 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.txt11.4 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.txt11.4 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.srt11.3 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.txt11.2 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.srt11.0 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.txt10.9 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.srt10.9 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.txt10.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/01_week-1-supervised-learning-regression/04_regression/03_autoregression.en.srt10.9 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.srt10.5 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.srt10.4 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.srt10.2 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.txt10.2 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.txt10.2 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.srt10.2 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/04_flask.en.srt10.1 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.txt10.0 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.txt10.0 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.txt9.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/01_course-information/02_course-materials_Final_Course4.zip9.8 KB
[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.zip9.8 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/01_notebooks/01__Final_Course4.zip9.8 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.srt9.8 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/01_validation.en.srt9.6 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.html2.8 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.srt9.5 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.txt9.5 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.srt9.4 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.txt5.3 KB
.pad/358 bytes
[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.pdf36.5 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/02_capstone-overview_CAPSTONE.zip9.1 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.srt9.1 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.txt8.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/02_capstone-materials/01__CAPSTONE.zip8.9 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.txt8.9 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.txt8.8 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.txt8.7 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.srt8.4 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.txt8.4 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.txt8.4 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.html2.6 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.txt8.4 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.txt8.3 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.txt2.4 KB
[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.srt8.3 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.txt7.9 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.txt7.9 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.html2.5 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.srt7.9 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.txt7.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/06_Resources/01_lecture-slides/01__resources.html1.1 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.txt7.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/06_Resources/02_course-notebooks/01__resources.html1.1 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.txt7.8 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/01_what-is-a-data-product.en.srt7.7 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/01_course-information/02_course-materials_instructions.html1.1 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.srt7.6 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.txt7.6 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.txt7.6 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.txt7.6 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.txt7.6 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.txt7.5 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.txt7.4 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/01_introduction-to-recommender-systems.en.srt7.4 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/03_set-up-your-system_instructions.html7.3 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/01_course-information/03_setting-up-your-system_instructions.html7.3 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/02_intro-to-django.en.srt7.3 KB
[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.srt7.2 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.srt7.1 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/04_live-coding-json.en.srt6.8 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.txt6.7 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.txt6.6 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.txt6.5 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.txt6.5 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.txt6.5 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/03_project-submission_peer_assignment_instructions.html6.3 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/03_week-3-data-processing-in-python/03_quiz-week-3-assessment/01_data-processing-in-python_exam.html6.2 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/01_description-of-capstone-tasks.en.txt6.2 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.txt6.2 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.txt6.1 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/02_data-product-examples-in-enterprise.en.srt6.0 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.txt6.0 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.txt5.9 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.txt5.9 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.ipynb5.8 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.srt5.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/04_week-4-python-libraries-and-toolkits/04_quiz-week-4-assessment/01_python-libraries-and-toolkits_exam.html5.8 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.txt5.7 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.txt5.7 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.srt5.7 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.txt5.6 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.txt5.5 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.html5.4 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/01_syllabus_instructions.html5.2 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/04_flask.en.txt5.2 KB
[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.txt5.1 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.html2.5 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/01_validation.en.txt5.1 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.txt5.0 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.txt5.0 KB
[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.html4.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/01_week-1-diagnostics-for-data/01_course-introduction/02_syllabus_instructions.html4.8 KB
.pad/41.0 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_PDP_Course1_Slides.pdf36.5 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/01_notebooks/01__resources.html1.1 KB
[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.html4.8 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/01_syllabus_instructions.html4.7 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/02_capstone-materials/01__resources.html1.2 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/01_introduction-to-recommender-systems.en.txt4.7 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/03_course-4-ppt-slides/01__resources.html1.0 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.srt4.6 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.txt4.5 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_instructions.html1.4 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/01_course-information/01_syllabus_instructions.html4.2 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/06_review-python-and-jupyter_quiz.html4.2 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.html1.0 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/03_set-up-your-system_instructions.html4.1 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/01_project-description_instructions.html4.1 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/02_review-data-filtering-and-cleaning_quiz.html4.1 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.txt4.0 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/01_what-is-a-data-product.en.txt4.0 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/02_capstone-overview_instructions.html3.9 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.txt3.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/02_intro-to-django.en.txt3.9 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/01_project-description_instructions.html3.9 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/02_data-product-examples-in-enterprise.en.txt3.9 KB
[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.txt3.8 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/04_live-coding-json.en.txt3.7 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.txt3.6 KB
[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.html3.6 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/04_review-processing-different-data-types_quiz.html3.6 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.html3.4 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/05_review-data-products_quiz.html3.2 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_instructions.html3.2 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.txt3.1 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/05_review-csv-and-json-files_quiz.html3.0 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/03_review-simple-statistics_quiz.html3.0 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.html2.6 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.html2.5 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_instructions.html1.3 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_instructions.html1.3 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/06_Resources/02_course-notebooks/01__resources.html1.1 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/06_Resources/01_lecture-slides/01__resources.html1.1 KB
.pad/5340.1 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_PDP_Course1_Slides.pdf36.5 MB
.pad/6464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/7464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/8464.4 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/01_urllib-and-beautifulsoup_PDP_Course1_Slides.pdf36.5 MB
.pad/9464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/10464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/11464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/12464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/13464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/14464.4 KB
[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.pdf36.5 MB
.pad/15464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/16464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/17464.4 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/06_Resources/01_lecture-slides/01__PDP_Course1_Slides.pdf36.5 MB
.pad/18464.4 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/02_data-product-examples-in-enterprise_PDP_Course1_Slides.pdf36.5 MB
.pad/19464.4 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_PDP_Course1_Slides.pdf36.5 MB
.pad/20464.4 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/01_urllib-and-beautifulsoup.mp426.9 MB
.pad/21136.2 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.mp425.3 MB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/06_Resources/02_course-notebooks/01__Final_Course1.zip551.7 KB
.pad/22117.8 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.mp425.2 MB
.pad/23810.3 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.mp424.7 MB
.pad/24274.7 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.mp423.6 MB
.pad/25427.3 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_Final_Course2.zip23.1 MB
.pad/26929.3 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_Final_Course2.zip23.1 MB
.pad/27929.3 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_Final_Course2.zip23.1 MB
.pad/28929.3 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_Final_Course2.zip23.1 MB
.pad/29929.3 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_Final_Course2.zip23.1 MB
.pad/30929.3 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/06_Resources/02_course-notebooks/01__Final_Course2.zip23.1 MB
.pad/31929.3 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_Final_Course2.zip23.1 MB
.pad/32929.3 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_Final_Course2.zip23.1 MB
.pad/33929.3 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_Final_Course2.zip23.1 MB
.pad/34929.3 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.zip23.1 MB
.pad/35929.3 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_Final_Course2.zip23.1 MB
.pad/36929.3 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_Final_Course2.zip23.1 MB
.pad/37929.3 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_Final_Course2.zip23.1 MB
.pad/38929.3 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_Final_Course2.zip23.1 MB
.pad/39929.3 KB
[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.zip23.1 MB
.pad/40929.3 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_Final_Course2.zip23.1 MB
.pad/41929.3 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_Final_Course2.zip23.1 MB
.pad/42929.3 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_Final_Course2.zip23.1 MB
.pad/43929.3 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_Final_Course2.zip23.1 MB
.pad/44929.3 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.mp422.9 MB
.pad/45111.2 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.mp422.6 MB
.pad/46367.7 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.mp421.1 MB
.pad/47873.0 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.mp421.0 MB
.pad/484.1 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.mp420.7 MB
.pad/49297.8 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.mp420.5 MB
.pad/50510.0 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.mp420.2 MB
.pad/51789.1 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.mp420.0 MB
.pad/521002 bytes
[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.mp419.8 MB
.pad/53219.9 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_PDP_Course2_Slides.pdf19.6 MB
.pad/54398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/55398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/56398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/57398.8 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.pdf19.6 MB
.pad/58398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/59398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/60398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/61398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/62398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/63398.8 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.pdf19.6 MB
.pad/64398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/65398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/66398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/67398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/68398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/69398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/70398.8 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_PDP_Course2_Slides.pdf19.6 MB
.pad/71398.8 KB
[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.pdf19.6 MB
.pad/72398.8 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.mp419.5 MB
.pad/73480.6 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.mp419.4 MB
.pad/74633.2 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.zip19.3 MB
.pad/75761.1 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.mp418.2 MB
.pad/76779.9 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/04_flask.mp418.2 MB
.pad/77824.8 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.mp418.0 MB
.pad/782.7 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.mp417.9 MB
.pad/79109.8 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.mp417.9 MB
.pad/80151.3 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.mp417.8 MB
.pad/81243.2 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.mp417.7 MB
.pad/82301.8 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.mp417.4 MB
.pad/83631.3 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.mp417.3 MB
.pad/84666.0 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.mp417.0 MB
.pad/85986.4 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.mp416.9 MB
.pad/8690.2 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.mp416.9 MB
.pad/87151.6 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.mp416.7 MB
.pad/88333.6 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.mp416.5 MB
.pad/89534.2 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.mp416.4 MB
.pad/90574.4 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.mp416.3 MB
.pad/91698.9 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.mp416.1 MB
.pad/92945.8 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.mp416.0 MB
.pad/9320.4 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.mp415.8 MB
.pad/94244.5 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.mp414.2 MB
.pad/95813.8 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.mp414.1 MB
.pad/96871.0 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.mp413.7 MB
.pad/97309.1 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.mp413.6 MB
.pad/98362.1 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.mp413.6 MB
.pad/99375.8 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.mp413.3 MB
.pad/100750.5 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.mp413.1 MB
.pad/101933.8 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.mp413.0 MB
.pad/10226.7 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/05_capstone/01_capstone/01_description-of-capstone-tasks.mp412.9 MB
.pad/103129.9 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.mp412.8 MB
.pad/104181.3 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.mp412.7 MB
.pad/105302.9 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.mp412.7 MB
.pad/106305.6 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/02_data-product-examples-in-enterprise.mp412.5 MB
.pad/107548.7 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/03_deploying-recommender-systems/01_vids/02_intro-to-django.mp412.0 MB
.pad/108997.7 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.mp412.0 MB
.pad/109901 bytes
[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.mp411.6 MB
.pad/110388.4 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/01_introduction/02_recommender-systems/01_introduction-to-recommender-systems.mp411.5 MB
.pad/111473.6 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.mp411.2 MB
.pad/112791.5 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.mp411.0 MB
.pad/113985.1 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.mp411.0 MB
.pad/1143.1 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.mp410.8 MB
.pad/115221.5 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.mp410.2 MB
.pad/116779.0 KB
[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.mp49.9 MB
.pad/11770.4 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.mp49.8 MB
.pad/118255.8 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/design-thinking-predictive-analytics-data-products/02_week-2-features/01_features/03_feature-transformations.mp49.7 MB
.pad/119261.5 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/meaningful-predictive-modeling/03_week-3-validation-and-pipelines/01_validation/01_validation.mp49.7 MB
.pad/120280.4 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.mp49.6 MB
.pad/121393.6 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.mp48.6 MB
.pad/122417.6 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.mp48.6 MB
.pad/123425.3 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/04_live-coding-json.mp48.4 MB
.pad/124569.4 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/basic-data-processing-visualization-python/05_final-project/01_course-summary/01_course-summary.mp45.6 MB
.pad/125359.5 KB
[TutsNode.net] - Python Data Products for Predictive Analytics Specialization/deploying-machine-learning-models/06_Resources/03_course-4-ppt-slides/01__Course_4.pdf5.6 MB
.pad/126431.5 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.pdf2.3 MB
.pad/127685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/128685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/129685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/130685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/131685.2 KB
[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.pdf2.3 MB
.pad/132685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/133685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/134685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/135685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/136685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/137685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/138685.2 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_PDP_Course3_Slides.pdf2.3 MB
.pad/139685.2 KB
[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.html2.0 MB
.pad/14040.3 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_RecommenderSystems.pdf1.4 MB