[CourseClub.Me] Coursera – Applied Data Science with Python Specialization
File List
- Coursera - Applied Social Network Analysis in Python/04_network-evolution/01_module-4-applications/03_small-world-networks.mp4 128.6 MB
- Coursera - Applied Social Network Analysis in Python/04_network-evolution/01_module-4-applications/04_link-prediction.mp4 92.1 MB
- Coursera - Applied Social Network Analysis in Python/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp4 65.8 MB
- Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp4 46.1 MB
- Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.mp4 43.9 MB
- Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/04_information-extraction.mp4 41.8 MB
- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.mp4 41.1 MB
- Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp4 40.6 MB
- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.mp4 38.9 MB
- Coursera - Applied Machine Learning in Python/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.mp4 37.8 MB
- Coursera - Introduction to Data Science in Python/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/09_python-functions.mp4 37.7 MB
- Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.mp4 35.9 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.mp4 35.5 MB
- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.mp4 34.8 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/02_matplotlib-architecture.mp4 34.6 MB
- Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/10_data-leakage.mp4 32.9 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/02_histograms.mp4 30.9 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/01_subplots.mp4 30.4 MB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/04_group-by.mp4 30.3 MB
- Coursera - Introduction to Data Science in Python/04_answering-questions-with-messy-data/01_beyond-data-manipulation/02_other-forms-of-structured-data.mp4 30.1 MB
- Coursera - Applied Text Mining in Python/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.mp4 30.0 MB
- Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.mp4 29.8 MB
- Coursera - Applied Text Mining in Python/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/04_handling-text-in-python.mp4 29.6 MB
- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.mp4 28.9 MB
- Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.mp4 28.9 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/07_line-plots.mp4 27.4 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.mp4 27.3 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/04_box-plots.mp4 27.3 MB
- Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/02_optional-unsupervised-machine-learning/03_clustering.mp4 27.2 MB
- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.mp4 26.7 MB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/04_querying-a-series.mp4 26.6 MB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/03_pandas-idioms.mp4 26.5 MB
- Coursera - Introduction to Data Science in Python/04_answering-questions-with-messy-data/01_beyond-data-manipulation/01_basic-statistical-testing.mp4 26.3 MB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/05_scales.mp4 26.2 MB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/02_merging-dataframes.mp4 26.1 MB
- Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.mp4 26.0 MB
- Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.mp4 24.2 MB
- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.mp4 21.4 MB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/07_date-time-functionality.mp4 21.2 MB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/01_dataframe-data-structure.mp4 21.1 MB
- Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.mp4 20.8 MB
- Coursera - Applied Machine Learning in Python/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.mp4 20.3 MB
- Coursera - Applied Machine Learning in Python/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.mp4 20.0 MB
- Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/05_multi-class-evaluation.mp4 19.8 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.mp4 19.6 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.mp4 18.9 MB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/05_missing-values.mp4 18.0 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.mp4 17.7 MB
- Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/06_regression-evaluation.mp4 17.0 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/06_animation.mp4 16.7 MB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/06_pivot-table.mp4 16.4 MB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/03_querying-a-dataframe.mp4 15.6 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/03_course-slides/01__Week1Slides.pptx 15.5 MB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/06_example-manipulating-dataframe.mp4 15.5 MB
- Coursera - Introduction to Data Science in Python/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/11_python-more-on-strings.mp4 15.3 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/05_heatmaps.mp4 15.3 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__3.5_Hubs_and_Authorities.pdf 14.6 MB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/02_dataframe-indexing-and-loading.mp4 14.6 MB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/04_indexing-dataframes.mp4 14.1 MB
- Coursera - Introduction to Data Science in Python/05_Resources/01_jupyter-notebook-faq/01__Course_1_-_Notebook_Resources_1.zip 13.1 MB
- Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/03_classifier-decision-functions.mp4 12.7 MB
- Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/02_optional-unsupervised-machine-learning/01_introduction.mp4 10.7 MB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/02_introduction-to-pandas.mp4 10.6 MB
- Coursera - Introduction to Data Science in Python/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.mp4 10.0 MB
- Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/03_conclusion/01_conclusion.mp4 9.9 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/01_introduction.mp4 9.4 MB
- Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/04_precision-recall-and-roc-curves.mp4 9.2 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__1.1_Networks_Everywhere.pdf 7.7 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__3.3_Basic_Page_Rank.pdf 6.8 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__2.4_Network_Robustness.pdf 6.7 MB
- Coursera - Applied Text Mining in Python/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/03_introduction-to-text-mining.mp4 6.6 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__3.6_Centrality_Examples.pdf 6.3 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__4.3_Link_Prediction.pdf 5.9 MB
- Coursera - Applied Machine Learning in Python/05_Resources/03_course-slides/01__02-adspy-module2-supervised1.pdf 5.1 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__4.2_Small_World_Networks.pdf 5.0 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__4.1_Preferential_Attachment_Model.pdf 4.4 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/03_course-slides/01__Week1_Slides_Final.pdf 4.2 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__2.3_Connected_Components.pdf 3.4 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__3.4_Scaled_Page_Rank.pdf 3.4 MB
- Coursera - Applied Machine Learning in Python/05_Resources/03_course-slides/01__01-adspy-module1-basics.pdf 3.1 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__3.2_Betweenness_Centrality.pdf 2.7 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__1.2_Network_Definition_and_Vocabulary.pdf 2.7 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__2.1_Clustering_Coefficient.pdf 2.6 MB
- Coursera - Applied Machine Learning in Python/05_Resources/03_course-slides/01__05-adspy-unsupervised.pdf 2.4 MB
- Coursera - Applied Machine Learning in Python/05_Resources/03_course-slides/01__04-adspy-module4-supervised2.pdf 2.3 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__2.2_Distance_Measures.pdf 2.2 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__3.1_Degree_and_Closeness_Centrality.pdf 2.2 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__1.4_Bipartite_Graphs.pdf 2.0 MB
- Coursera - Applied Machine Learning in Python/05_Resources/03_course-slides/01__03-adspy-module3-evaluation.pdf 1.8 MB
- Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/02_assignment-3/01_assignment-reading_p571-ferreira.pdf 1.6 MB
- Coursera - Applied Social Network Analysis in Python/05_Resources/04_lecture-slides/01__1.3_Node_and_Edge_Attributes.pdf 1.5 MB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__1.1_Introduction_to_Text_Mining.pdf 1.3 MB
- Coursera - Applied Machine Learning in Python/05_Resources/02_jupyter-notebook-faq/01__resources.html 701.2 KB
- Coursera - Applied Social Network Analysis in Python/05_Resources/01_jupyter-notebook-faq/01__resources.html 700.6 KB
- Coursera - Applied Text Mining in Python/05_Resources/01_jupyter-notebook-faq/01__resources.html 700.6 KB
- Coursera - Introduction to Data Science in Python/05_Resources/01_jupyter-notebook-faq/01__resources.html 698.1 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__4.3_Generative_Models_and_LDA.pdf 697.6 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__1.4_Internationalization_and_Issues_with_Non-ASCII_Characters.pdf 670.4 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__3.5_Support_Vector_Machines.pdf 592.4 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/03_course-slides/01__Week3_Slides_Final.pdf 525.6 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__4.4_Information_Extraction.pdf 518.5 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/01_jupyter-notebook-faq/01__resources.html 491.1 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/03_course-slides/01__Week2_Slides_Final.pdf 482.4 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__4.2_Topic_Modeling.pdf 446.6 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__4.1_Semantic_Text_Similarity.pdf 414.5 KB
- Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/05_additional-resources-readings_blei03a.pdf 408.2 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/03_course-slides/01__Week3Slides.pptx 359.3 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__3.1_Text_Classification.pdf 350.2 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__3.6_Learning_Text_Classifiers_in_Python.pdf 349.0 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__2.3_Advanced_NLP_Tasks_with_NLTK.pdf 309.5 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__3.3_Naive_Bayes_Classifier.pdf 261.5 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__1.3_Regular_Expressions.pdf 258.5 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__1.2_Handling_Text_in_Python.pdf 242.5 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/03_course-slides/01__Week2_Basic_Charting.pptx 238.7 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__2.2_Basic_NLP_Tasks_with_NLTK.pdf 230.5 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__2.1_Basic_Natural_Language_Processing.pdf 223.3 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__3.2_Identifying_Features_from_Text.pdf 215.8 KB
- Coursera - Applied Text Mining in Python/05_Resources/04_lecture-slides/01__3.4_Naive_Bayes_Variations.pdf 210.5 KB
- Coursera - Applied Machine Learning in Python/05_Resources/01_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf 145.7 KB
- Coursera - Applied Social Network Analysis in Python/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf 145.7 KB
- Coursera - Applied Text Mining in Python/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf 145.7 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/04_acknowledgements-credits/01__hist.pdf 116.4 KB
- Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/05_additional-resources-readings_wordnet.html 100.2 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/02_additional-python-resources/01__classes.html 91.7 KB
- Coursera - Applied Machine Learning in Python/05_Resources/01_additional-resources/01__classes.html 90.2 KB
- Coursera - Applied Social Network Analysis in Python/05_Resources/02_additional-resources/01__classes.html 90.2 KB
- Coursera - Applied Text Mining in Python/05_Resources/02_additional-resources/01__classes.html 90.2 KB
- Coursera - Introduction to Data Science in Python/05_Resources/04_additional-python-resources/01__classes.html 90.2 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/06_accessible-html-slides/01__Week_2_Basic_Charting.html 73.5 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/05_Resources/06_accessible-html-slides/01__Week_3_Charting_Fundamentals.html 73.0 KB
- Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/03_matplotlib_matplotlib.html 42.3 KB
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- Coursera - Applied Social Network Analysis in Python/04_network-evolution/02_post-course-survey/02_keep-learning-with-michigan-online_instructions.html 34.1 KB
- Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/02_post-course-survey/02_keep-learning-with-michigan-online_instructions.html 34.1 KB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/04_group-by.en.srt 32.7 KB
- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.en.srt 32.0 KB
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- Coursera - Applied Social Network Analysis in Python/04_network-evolution/01_module-4-applications/04_link-prediction.en.srt 27.7 KB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/03_pandas-idioms.en.srt 27.1 KB
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- Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.en.srt 26.1 KB
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- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.en.srt 22.6 KB
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- Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.en.srt 21.3 KB
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- Coursera - Applied Text Mining in Python/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.en.srt 20.2 KB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/01_dataframe-data-structure.en.srt 20.2 KB
- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.en.srt 19.9 KB
- Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/02_optional-unsupervised-machine-learning/03_clustering.en.srt 19.9 KB
- Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.en.srt 19.4 KB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/05_scales.en.srt 19.4 KB
- Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.en.txt 19.2 KB
- Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/05_missing-values.en.srt 19.2 KB
- Coursera - Applied Social Network Analysis in Python/04_network-evolution/01_module-4-applications/03_small-world-networks.en.txt 18.9 KB
- Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.en.txt 18.8 KB
- Coursera - Applied Social Network Analysis in Python/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.en.srt 18.4 KB
- Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.en.srt 18.2 KB
- Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/07_date-time-functionality.en.srt 18.1 KB
- Coursera - Applied Machine Learning in Python/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.en.txt 17.9 KB
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