Coursera - Applied Data Science with Python

Applied Data Science with Python (665 files)
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.mp4 55.60MB
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[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week2_Slides_Final.pdf 493.99kB
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[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.mp4 44.19MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week3Slides.pptx 367.96kB
[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 6.76kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp4 33.30MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__1.2_Handling_Text_in_Python.pdf 248.34kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/03_recurrent-neural-networks-for-time-series/01_recurrent-neural-networks-for-time-series/01_week-3-a-conversation-with-andrew-ng.en.srt 5.20kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.mp4 32.92MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/01_additional-resources/01__classes.html 92.40kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/01_introduction-to-supervised-machine-learning.en.srt 22.66kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/06_linear-regression-ridge-lasso-and-polynomial-regression.mp4 30.73MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/10_resources-common-issues-with-free-text_re.html 201.02kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/02_assignment-1/01_assignment-1-submission_instructions.html 1.08kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/07_practical-guide-to-controlled-experiments-on-the-web-optional_2007GuideControlledExperiments.pdf 504.86kB
[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 19.04kB
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[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp4 30.71MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.4_Naive_Bayes_Variations.pdf 215.53kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/04_real-world-time-series-data/01_real-world-time-series-data/06_lstm.en.srt 2.53kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.mp4 28.83MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.en.srt 5.62kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/04_neural-networks.mp4 28.41MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_blei03a.pdf 418.00kB
[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 5.51kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/09_k-nearest-neighbors-classification.mp4 28.21MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/02_additional-python-resources/01__classes.html 92.40kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/02_deep-neural-networks-for-time-series/01_deep-neural-networks-for-time-series/15_week-2-quiz_exam.html 11.29kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/05_information-extraction.mp4 27.99MB
[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 319.44kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_instructions.html 2.18kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/10_kernelized-support-vector-machines.mp4 27.99MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__2.3_Advanced_NLP_Tasks_with_NLTK.pdf 316.90kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/13_a-few-useful-things-to-know-about-machine-learning_instructions.html 1.64kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/14_ed-yong-genetic-test-for-autism-refuted-optional_instructions.html 1.72kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/04_practice-quiz_quiz.html 2.43kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/02_assignment-2/01_assignment-2-submission_instructions.html 1.07kB
[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 500.62kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.en.srt 21.80kB
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[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 27.69MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__classes.html 92.40kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/01_time-series-examples.en.srt 7.43kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.mp4 27.65MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/03_selecting-the-number-of-bins-in-a-histogram-a-decision-theoretic-approach_hist.pdf 119.20kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.en.srt 14.93kB
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[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 27.50MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/07_practical-guide-to-controlled-experiments-on-the-web-optional_instructions.html 1.82kB
[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 289.77kB
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[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp4 27.33MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/02_assignment-3/01_assignment-3-submission_instructions.html 1.07kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__4.2_Topic_Modeling.pdf 457.37kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/02_help-us-learn-more-about-you_instructions.html 1.89kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/01_introduction-to-supervised-machine-learning.mp4 26.15MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/02_additional-resources/01__intro.html 43.80kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/08_linear-classifiers-support-vector-machines.en.srt 15.91kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/05_linear-regression-least-squares.mp4 25.08MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/05_neural-networks-made-easy-optional_instructions.html 1.55kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/06_play-with-neural-networks-tensorflow-playground-optional_instructions.html 2.05kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/02_assignment-2/01_plotting-weather-patterns_assignment2_rubric.pdf 77.07kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/03_post-course-survey/01_post-course-survey_instructions.html 1.74kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/08_deep-learning-in-a-nutshell-core-concepts-optional_instructions.html 1.60kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/14_rules-of-machine-learning-best-practices-for-ml-engineering-optional_rules_of_ml.pdf 460.25kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/03_matplotlib_matplotlib.html 43.30kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.en.srt 17.54kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/11_the-treachery-of-leakage-optional_instructions.html 1.39kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__4.1_Semantic_Text_Similarity.pdf 424.49kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/13_data-leakage-example-the-icml-2013-whale-challenge-optional_instructions.html 1.63kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/02_additional-resources/01__classes.html 92.40kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/04_real-world-time-series-data/02_course-4-wrap-up/02_congratulations.en.srt 1.30kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/02_assignment-4/01_assignment-4-submission_instructions.html 1.07kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.1_Text_Classification.pdf 358.58kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__Diamonds-Were-a-Girls-Best-Friend.jpg 150.35kB
[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 14.13kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/04_key-concepts-in-machine-learning.mp4 24.96MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/11_module-1-quiz_exam.html 184.67kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/04_how-to-use-t-sne-effectively_instructions.html 1.19kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.en.srt 18.89kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/02_basic-nlp-tasks-with-nltk.mp4 24.63MB
[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 11.70kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/04_handling-text-in-python.mp4 24.50MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/01_additional-resources/01__resources.html 2.15kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__hist.pdf 119.20kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/04_handling-text-in-python.en.srt 23.19kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/04_real-world-time-series-data/01_real-world-time-series-data/07_lstm-notebook_instructions.html 1.18kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.mp4 24.30MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/01_graphics-lies-misleading-visuals_BookChapterLIES.pdf 341.40kB
[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 1.43kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/03_course-slides/01__resources.html 1.88kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/04_code-sharing-policy/01__resources.html 1.79kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/05_attributions-credits/01__resources.html 1.00kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.6_Learning_Text_Classifiers_in_Python.pdf 357.42kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/01_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf 149.18kB
[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 12.95kB
[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 1.70kB
[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 2.15kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.3_Naive_Bayes_Classifier.pdf 267.79kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week2_Basic_Charting.pptx 244.43kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/06_regression-evaluation.en.srt 8.02kB
[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 1.65kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__1.3_Regular_Expressions.pdf 264.69kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__2.2_Basic_NLP_Tasks_with_NLTK.pdf 236.06kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/08_dark-horse-analytics-optional_instructions.html 1.33kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.en.srt 20.70kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.mp4 23.65MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__2.1_Basic_Natural_Language_Processing.pdf 228.61kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.2_Identifying_Features_from_Text.pdf 220.95kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/04_k-nearest-neighbors-classification-and-regression.en.srt 17.50kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/05_attributions-credits/01__resources.html 1.00kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.mp4 23.57MB
[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 25.20kB
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[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 23.50MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/02_project/02_becoming-an-independent-data-scientist_assignment4_rubric.pdf 87.70kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/02_deep-neural-networks-for-time-series/01_deep-neural-networks-for-time-series/01_a-conversation-with-andrew-ng.en.srt 2.55kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/03_advanced-nlp-tasks-with-nltk.mp4 22.84MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/09_module-3-quiz_exam.html 207.73kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/04_ten-simple-rules-for-better-figures_instructions.html 1.52kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/02_basic-nlp-tasks-with-nltk.en.srt 21.43kB
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[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 22.47MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/11_forecasting-notebook_SP_Week_1_-_Lesson_3_-_Notebook.ipynb 68.47kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/07_module-4-quiz_exam.html 5.00kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.mp4 21.27MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf 149.18kB
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Bibtex:
@article{,
title= {Coursera - Applied Data Science with Python},
journal= {},
author= {},
year= {},
url= {},
abstract= {},
keywords= {},
terms= {},
license= {},
superseded= {}
}

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