Applied Data Science with Python

03_small-world-networks.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.mp4

04_link-prediction.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.mp4

01_preferential-attachment-model.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp4

02_power-laws-and-rich-get-richer-phenomena-optional_networks-book-ch18.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/02_power-laws-and-rich-get-richer-phenomena-optional_networks-book-ch18.pdf

01_preferential-attachment-model.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.en.srt

02_power-laws-and-rich-get-richer-phenomena-optional_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/02_power-laws-and-rich-get-richer-phenomena-optional_instructions.html

03_small-world-networks.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.en.srt

04_link-prediction.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.en.srt

06_the-small-world-phenomenon-optional_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_instructions.html

06_the-small-world-phenomenon-optional_networks-book-ch02.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch02.pdf

06_the-small-world-phenomenon-optional_networks-book-ch20.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch20.pdf

05_module-4-quiz_exam.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/05_module-4-quiz_exam.html

01_post-course-survey_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/03_post-course-survey/01_post-course-survey_instructions.html

02_keep-learning-with-michigan-online_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/03_post-course-survey/02_keep-learning-with-michigan-online_instructions.html

01_assignment-4-submission_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/02_module-4-assignment/01_assignment-4-submission_instructions.html

06_bipartite-graphs.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/06_bipartite-graphs.en.srt

09_module-1-quiz_exam.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/09_module-1-quiz_exam.html

01_course-syllabus_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/01_course-syllabus_instructions.html

05_node-and-edge-attributes.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/05_node-and-edge-attributes.en.srt

06_bipartite-graphs.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/06_bipartite-graphs.mp4

02_help-us-learn-more-about-you_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/02_help-us-learn-more-about-you_instructions.html

07_notice-for-auditing-learners-assignment-submission_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/07_notice-for-auditing-learners-assignment-submission_instructions.html

04_network-definition-and-vocabulary.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/04_network-definition-and-vocabulary.en.srt

03_networks-definition-and-why-we-study-them.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/03_networks-definition-and-why-we-study-them.en.srt

08_ta-demonstration-loading-graphs-in-networkx.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/08_ta-demonstration-loading-graphs-in-networkx.en.srt

04_network-definition-and-vocabulary.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/04_network-definition-and-vocabulary.mp4

03_networks-definition-and-why-we-study-them.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/03_networks-definition-and-why-we-study-them.mp4

05_node-and-edge-attributes.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/05_node-and-edge-attributes.mp4

08_ta-demonstration-loading-graphs-in-networkx.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/08_ta-demonstration-loading-graphs-in-networkx.mp4

01_assignment-1-submission_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/02_module-1-assignment/01_assignment-1-submission_instructions.html

02_betweenness-centrality.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/02_betweenness-centrality.mp4

05_hubs-and-authorities.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/05_hubs-and-authorities.mp4

07_module-3-quiz_exam.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/07_module-3-quiz_exam.html

06_centrality-examples.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/06_centrality-examples.en.srt

02_betweenness-centrality.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/02_betweenness-centrality.en.srt

01_degree-and-closeness-centrality.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/01_degree-and-closeness-centrality.mp4

05_hubs-and-authorities.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/05_hubs-and-authorities.en.srt

01_degree-and-closeness-centrality.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/01_degree-and-closeness-centrality.en.srt

03_basic-page-rank.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/03_basic-page-rank.en.srt

04_scaled-page-rank.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/04_scaled-page-rank.en.srt

04_scaled-page-rank.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/04_scaled-page-rank.mp4

03_basic-page-rank.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/03_basic-page-rank.mp4

06_centrality-examples.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/06_centrality-examples.mp4

01_assignment-3-submission_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/02_module-3-assignment/01_assignment-3-submission_instructions.html

01__classes.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__classes.html

01__Scikit_Learn_Cheat_Sheet_Python.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf

01__documentation.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__documentation.html

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__resources.html

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/05_attributions-credits/01__resources.html

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/03_code-sharing-policy/01__resources.html

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__resources.html

01__3.5_Hubs_and_Authorities.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.5_Hubs_and_Authorities.pdf

01__1.1_Networks_Everywhere.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.1_Networks_Everywhere.pdf

01__3.3_Basic_Page_Rank.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.3_Basic_Page_Rank.pdf

01__2.4_Network_Robustness.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.4_Network_Robustness.pdf

01__3.6_Centrality_Examples.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.6_Centrality_Examples.pdf

01__4.3_Link_Prediction.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.3_Link_Prediction.pdf

01__4.2_Small_World_Networks.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.2_Small_World_Networks.pdf

01__4.1_Preferential_Attachment_Model.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.1_Preferential_Attachment_Model.pdf

01__2.3_Connected_Components.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.3_Connected_Components.pdf

01__3.4_Scaled_Page_Rank.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.4_Scaled_Page_Rank.pdf

01__3.2_Betweenness_Centrality.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.2_Betweenness_Centrality.pdf

01__1.2_Network_Definition_and_Vocabulary.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.2_Network_Definition_and_Vocabulary.pdf

01__2.1_Clustering_Coefficient.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.1_Clustering_Coefficient.pdf

01__2.2_Distance_Measures.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.2_Distance_Measures.pdf

01__3.1_Degree_and_Closeness_Centrality.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.1_Degree_and_Closeness_Centrality.pdf

01__1.4_Bipartite_Graphs.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.4_Bipartite_Graphs.pdf

01__1.3_Node_and_Edge_Attributes.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.3_Node_and_Edge_Attributes.pdf

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html

03_connected-components.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.en.srt

02_distance-measures.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp4

02_distance-measures.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.en.srt

01_clustering-coefficient.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.en.srt

04_network-robustness.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.en.srt

04_network-robustness.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.mp4

01_clustering-coefficient.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.mp4

05_ta-demonstration-simple-network-visualizations-in-networkx.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.en.srt

03_connected-components.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.mp4

05_ta-demonstration-simple-network-visualizations-in-networkx.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.mp4

06_module-2-quiz_exam.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/06_module-2-quiz_exam.html

01_assignment-2-submission_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/02_module-2-assignment/01_assignment-2-submission_instructions.html

01__Week2_Slides_Final.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week2_Slides_Final.pdf

01__Week3Slides.pptx

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week3Slides.pptx

01__Week2_Basic_Charting.pptx

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week2_Basic_Charting.pptx

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__resources.html

01__Week1Slides.pptx

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week1Slides.pptx

01__Week1_Slides_Final.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week1_Slides_Final.pdf

01__Week3_Slides_Final.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week3_Slides_Final.pdf

01__classes.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/02_additional-python-resources/01__classes.html

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/02_additional-python-resources/01__resources.html

01__Diamonds-Were-a-Girls-Best-Friend.jpg

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__Diamonds-Were-a-Girls-Best-Friend.jpg

01__hist.pdf

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__hist.pdf

01__matplotlib.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__matplotlib.html

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__resources.html

01__Week_1_Principles_of_Information_Visualization.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/06_accessible-html-slides/01__Week_1_Principles_of_Information_Visualization.html

01__Week_2_Basic_Charting.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/06_accessible-html-slides/01__Week_2_Basic_Charting.html

01__Week_3_Charting_Fundamentals.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/06_accessible-html-slides/01__Week_3_Charting_Fundamentals.html

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/06_accessible-html-slides/01__resources.html

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/05_code-sharing-policy/01__resources.html

01__resources.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/01_jupyter-notebook-faq/01__resources.html

01_introduction.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/01_introduction.en.srt

11_graphical-heuristics-lie-factor-and-spark-lines-edward-tufte.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/11_graphical-heuristics-lie-factor-and-spark-lines-edward-tufte.en.srt

03_help-us-learn-more-about-you_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/03_help-us-learn-more-about-you_instructions.html

04_about-the-professor-christopher-brooks.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/04_about-the-professor-christopher-brooks.en.srt

06_notice-for-coursera-learners-assignment-submission_instructions.html

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/06_notice-for-coursera-learners-assignment-submission_instructions.html

08_dark-horse-analytics-optional_instructions.html

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01__3.5_Support_Vector_Machines.pdf

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01__4.4_Information_Extraction.pdf

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05_support-vector-machines.mp4

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04_naive-bayes-variations.en.srt

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01_text-classification.mp4

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07_demonstration-case-study-sentiment-analysis.mp4

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02_identifying-features-from-text.mp4

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04_naive-bayes-variations.mp4

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04_handling-text-in-python.mp4

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03_introduction-to-text-mining.mp4

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06_additional-resources-readings_blei03a.pdf

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05_information-extraction.mp4

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03_generative-models-and-lda.mp4

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08_rnn.mp4

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11_sunspots.mp4

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10_prediction.mp4

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02_convolutions.mp4

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12_deep-neural-network-training-tuning-and-prediction.mp4

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09_prediction.mp4

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06_feeding-windowed-dataset-into-neural-network.mp4

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11_forecasting-notebook_instructions.html

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10_forecasting.mp4

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04_introduction-to-time-series.mp4

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03_common-patterns-in-time-series.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/03_common-patterns-in-time-series.mp4

06_train-validation-and-test-sets.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/06_train-validation-and-test-sets.mp4

08_moving-average-and-differencing.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/08_moving-average-and-differencing.mp4

07_metrics-for-evaluating-performance.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/07_metrics-for-evaluating-performance.mp4

02_machine-learning-applied-to-time-series.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/02_machine-learning-applied-to-time-series.mp4

09_trailing-versus-centered-windows.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/09_trailing-versus-centered-windows.mp4

01_introduction-a-conversation-with-andrew-ng.en.srt

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/01_introduction/01_introduction-a-conversation-with-andrew-ng.en.srt

01_introduction-a-conversation-with-andrew-ng.mp4

Applied Data Science with Python/[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/01_introduction/01_introduction-a-conversation-with-andrew-ng.mp4