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Applied Data Science with Python

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大小
1.9 GB
文件数
487
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最近活跃
16 分钟前

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  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.mp453.0 MB
  • TutsNode.com.txt63 B
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week2_Slides_Final.pdf482.4 KB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.mp442.1 MB
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week3Slides.pptx359.3 KB
  • [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/03_help-us-learn-more-about-you_instructions.html1.7 KB
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/01_introduction.en.srt6.6 KB
  • [TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp431.8 MB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__1.2_Handling_Text_in_Python.pdf242.5 KB
  • [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/06_notice-for-auditing-learners-assignment-submission_instructions.html1.6 KB
  • [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.srt5.1 KB
  • [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.mp431.4 MB
  • [TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/01_additional-resources/01__classes.html90.2 KB
  • [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.srt22.1 KB
  • [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.mp429.3 MB
  • [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.html196.3 KB
  • [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.html1.1 KB
  • [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.pdf493.0 KB
  • [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.srt18.6 KB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp429.3 MB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.4_Naive_Bayes_Variations.pdf210.5 KB
  • [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.srt2.5 KB
  • [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.mp427.5 MB
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.en.srt5.5 KB
  • [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.mp427.1 MB
  • [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/10_zachary-lipton-the-foundations-of-algorithmic-bias-optional_instructions.html2.0 KB
  • [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.pdf408.2 KB
  • [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.srt5.4 KB
  • [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.mp426.9 MB
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/02_additional-python-resources/01__classes.html90.2 KB
  • [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.html11.0 KB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/05_information-extraction.mp426.7 MB
  • [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.pdf312.0 KB
  • [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.html2.1 KB
  • [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.mp426.7 MB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__2.3_Advanced_NLP_Tasks_with_NLTK.pdf309.5 KB
  • [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.html1.6 KB
  • [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.html1.7 KB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/04_practice-quiz_quiz.html2.4 KB
  • [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.html1.0 KB
  • [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.html488.9 KB
  • [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.srt21.3 KB
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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.mp426.4 MB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__classes.html90.2 KB
  • [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.srt7.3 KB
  • [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.mp426.4 MB
  • [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.pdf116.4 KB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.en.srt14.6 KB
  • [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.mp426.2 MB
  • [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.html1.8 KB
  • [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.html283.0 KB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp426.1 MB
  • [TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/02_assignment-3/01_assignment-3-submission_instructions.html1.0 KB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__4.2_Topic_Modeling.pdf446.6 KB
  • [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.html1.8 KB
  • [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.mp424.9 MB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/02_additional-resources/01__intro.html42.8 KB
  • [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.srt15.5 KB
  • [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.mp423.9 MB
  • [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.html1.5 KB
  • [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.html2.0 KB
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/02_assignment-2/01_plotting-weather-patterns_assignment2_rubric.pdf75.3 KB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/03_post-course-survey/01_post-course-survey_instructions.html1.7 KB
  • [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.html1.6 KB
  • [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.pdf449.5 KB
  • [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-2/09_assisting-pathologists-in-detecting-cancer-with-deep-learning-optional_instructions.html1.3 KB
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/03_matplotlib_matplotlib.html42.3 KB
  • [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.srt17.1 KB
  • [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.html1.4 KB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__4.1_Semantic_Text_Similarity.pdf414.5 KB
  • [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-2/12_leakage-in-data-mining-formulation-detection-and-avoidance-optional_instructions.html1.7 KB
  • [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.html1.6 KB
  • [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_instructions.html1.6 KB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/02_additional-resources/01__classes.html90.2 KB
  • [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.srt1.3 KB
  • [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.html1.0 KB
  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.1_Text_Classification.pdf350.2 KB
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__Diamonds-Were-a-Girls-Best-Friend.jpg146.8 KB
  • [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.srt13.8 KB
  • [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.mp423.8 MB
  • [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.html180.3 KB
  • [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.html1.2 KB
  • [TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/05_how-machines-make-sense-of-big-data-an-introduction-to-clustering-algorithms_instructions.html1.3 KB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.en.srt18.4 KB
  • [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.mp423.5 MB
  • [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.html11.4 KB
  • [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.mp423.4 MB
  • [TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/01_additional-resources/01__resources.html2.1 KB
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__hist.pdf116.4 KB
  • [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.srt22.6 KB
  • [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.html1.2 KB
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  • [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.pdf333.4 KB
  • [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.html1.4 KB
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  • [TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__2.1_Basic_Natural_Language_Processing.pdf223.3 KB
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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/04_k-nearest-neighbors-classification-and-regression.en.srt17.1 KB
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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.mp422.5 MB
  • [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.srt24.6 KB
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