Applied Data Science with Python Specialization

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名前:	Applied Data Science with Python Specialization
_DESCRIPTION_: Description The 5 courses in this University of Michigan specialization introduce learners to data science through the python programming language. This skills-based specialization is intended for learners who have a basic python or programming background, and want to apply statistical, machine learning, information visualization, text analysis, and social network analysis techniques through popular python toolkits such as pandas, matplotlib, scikit-learn, nltk, and networkx to gain insight into their data. Introduction to Data Science in Python (course 1), Applied Plotting, Charting & Data Representation in Python (course 2), and Applied Machine Learning in Python (course 3) should be taken in order and prior to any other course in the specialization. After completing those, courses 4 and 5 can be taken in any order. All 5 are required to earn a certificate.
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カテゴリ:	Tutorials
言語:	English
合計サイズ:	3.58 GB
情報のハッシュ:	860256D021EDEC706AEA93DD752433986FCD40C2
を追加することによって:	tutsnode
追加日:	2022-10-05 11:47:55
トレントステータス:	Torrent Verified

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[TutsNode.net] - Applied Data Science with Python Specialization/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_	1.66 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/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/05_python-tools-for-machine-lear	12.86 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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/05_python-tools-for-machine-lear	6.11 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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/05_python-tools-for-machine-lear	3.96 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/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-classific	36.25 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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-classific	26.19 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/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	17.09 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/05_linear-regression-least-squares.en.srt	21.26 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/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.en.srt	27.19 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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.en.txt	16.77 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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	39.93 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.en.srt	17.13 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.mp4	20.30 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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	15.54 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/08_linear-classifiers-support-vector-machines.mp4	22.69 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/09_multi-class-classification.en.srt	8.30 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/09_multi-class-classification.en.txt	5.02 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/09_multi-class-classification.mp4	15.41 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/10_kernelized-support-vector-machines.en.srt	25.60 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/10_kernelized-support-vector-machines.en.txt	16.37 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/10_kernelized-support-vector-machines.mp4	39.14 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.en.srt	13.00 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.en.txt	8.01 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.mp4	20.00 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.en.srt	28.36 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.en.txt	17.90 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.mp4	37.83 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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_cacm12.pdf	15.12 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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	1.53 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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	1.62 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/15_module-2-quiz_exam.html	554.29 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/02_module-2-supervised-machine-learning-part-1/02_assignment-2/01_assignment-2-submission_instructions.html	1.05 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.en.srt	30.08 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.en.txt	19.22 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp4	46.10 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.en.txt	9.91 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.mp4	20.75 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/03_classifier-decision-functions.mp4	12.65 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/04_precision-recall-and-roc-curves.en.txt	4.75 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/04_precision-recall-and-roc-curves.mp4	9.23 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/05_multi-class-evaluation.mp4	19.77 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/07_practical-guide-to-controlled-experiments-on-the-web-optional_instructions.html	1.77 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.en.srt	18.12 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.en.txt	11.12 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.mp4	34.50 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/09_module-3-quiz_exam.html	202.87 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/01_naive-bayes-classifiers.en.srt	11.20 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/01_naive-bayes-classifiers.en.txt	7.17 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/01_naive-bayes-classifiers.mp4	21.38 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.en.srt	17.07 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.en.txt	10.71 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.mp4	26.45 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/03_gradient-boosted-decision-trees.en.srt	8.44 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/03_gradient-boosted-decision-trees.en.txt	5.42 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/03_gradient-boosted-decision-trees.mp4	11.81 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/04_neural-networks.en.srt	27.90 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/04_neural-networks.en.txt	17.44 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/04_neural-networks.mp4	41.51 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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	1.52 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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	1.89 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/07_deep-learning-optional.en.srt	10.34 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/07_deep-learning-optional.en.txt	6.62 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/07_deep-learning-optional.mp4	17.46 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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	1.56 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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-optiona	143.76 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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-optiona	1.29 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/10_data-leakage.en.srt	16.69 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/10_data-leakage.mp4	32.89 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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	1.36 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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_c	847.57 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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_i	1.72 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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_instructi	1.57 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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_	1.55 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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_	449.46 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/15_module-4-quiz_exam.html	1.60 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/01_introduction.en.srt	6.46 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/01_introduction.en.txt	4.15 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/02_dimensionality-reduction-and-manifold-learning.en.txt	8.45 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/02_dimensionality-reduction-and-manifold-learning.mp4	16.09 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.en.srt	19.90 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.en.txt	12.72 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.mp4	27.18 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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	1.16 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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-algorith	1.32 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/04_conclusion/01_conclusion.mp4	9.89 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/04_module-4-supervised-machine-learning-part-2/04_conclusion/03_keep-learning-with-michigan-online_instructions.html	34.14 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/05_Resources/01_additional-resources/01__classes.html	90.23 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/05_Resources/02_jupyter-notebook-faq/01__resources.html	701.18 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/02_syllabus_Cairo2015_Chapter_GraphicsLiesMisleadingVisuals.pdf	431.03 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/02_syllabus_instructions.html	12.03 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/03_help-us-learn-more-about-you_instructions.html	1.66 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/04_about-the-professor-christopher-brooks.en.txt	1.32 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/04_about-the-professor-christopher-brooks.mp4	12.15 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/05_tools-for-thinking-about-design-alberto-cairo.en.srt	12.58 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/05_tools-for-thinking-about-design-alberto-cairo.en.txt	7.94 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/05_tools-for-thinking-about-design-alberto-cairo.mp4	39.69 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/06_notice-for-coursera-learners-assignment-submission_instructions.html	1.61 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/07_graphical-heuristics-data-ink-ratio-edward-tufte.en.srt	6.97 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/07_graphical-heuristics-data-ink-ratio-edward-tufte.en.txt	4.36 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/07_graphical-heuristics-data-ink-ratio-edward-tufte.mp4	17.60 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/08_dark-horse-analytics-optional_instructions.html	1.30 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/09_graphical-heuristics-chart-junk-edward-tufte.en.srt	7.64 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/09_graphical-heuristics-chart-junk-edward-tufte.en.txt	4.86 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/09_graphical-heuristics-chart-junk-edward-tufte.mp4	28.55 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/10_useful-junk-the-effects-of-visual-embellishment-on-comprehension-and_instruc	1.56 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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	5.38 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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.txt	3.43 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/11_graphical-heuristics-lie-factor-and-spark-lines-edward-tufte.mp4	18.22 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/12_the-truthful-art-alberto-cairo.en.srt	12.63 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/12_the-truthful-art-alberto-cairo.en.txt	8.09 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/12_the-truthful-art-alberto-cairo.mp4	41.60 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/01_graphics-lies-misleading-visuals_BookChapterLIES.pdf	333.40 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/01_graphics-lies-misleading-visuals_Cairo2015_Chapter_GraphicsLiesMisleadingVisuals.pdf	431.03 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/01_graphics-lies-misleading-visuals_instructions.html	1.38 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/02_graphics-lies-misleading-visuals_assignment1_rubric.pdf	72.72 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/02_graphics-lies-misleading-visuals_Cairo2015_Chapter_GraphicsLiesMisleadingVisuals.pdf	431.03 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/01_plotting-with-pandas.mp4	14.20 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.mp4	18.89 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/04_module-4-applied-visualizations/02_project/01_becoming-an-independent-data-scientist.mp4	9.71 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/04_module-4-applied-visualizations/02_project/02_becoming-an-independent-data-scientist_peer_assignment_instructions.html	1.89 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/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	31.41 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/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	34.23 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/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	25.00 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/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	40.32 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/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.txt	6.67 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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	14.68 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.mp4	28.87 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp4	40.57 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.mp4	26.04 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.mp4	35.94 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.en.srt	7.33 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.en.txt	4.58 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.mp4	16.44 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/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	18.37 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/01_degree-and-closeness-centrality.en.txt	11.47 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/01_degree-and-closeness-centrality.mp4	36.38 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/02_betweenness-centrality.en.srt	24.61 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/02_betweenness-centrality.en.txt	15.62 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/02_betweenness-centrality.mp4	37.20 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/03_basic-page-rank.en.srt	14.08 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/03_basic-page-rank.en.txt	8.82 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/03_basic-page-rank.mp4	33.72 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/04_scaled-page-rank.en.srt	13.58 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/04_scaled-page-rank.en.txt	8.60 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/04_scaled-page-rank.mp4	39.68 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/05_hubs-and-authorities.en.srt	18.97 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/05_hubs-and-authorities.en.txt	11.79 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/05_hubs-and-authorities.mp4	53.88 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/06_centrality-examples.en.srt	13.79 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/06_centrality-examples.mp4	34.44 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/07_module-3-quiz_exam.html	282.97 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp4	65.76 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/04_network-evolution/01_module-4-applications/02_power-laws-and-rich-get-richer-phenomena-optional_instructions.html	1.40 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/04_network-evolution/01_module-4-applications/02_power-laws-and-rich-get-richer-phenomena-optional_networks-book-ch18.pdf	311.95 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.mp4	128.59 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.mp4	92.10 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch02.pdf	2.07 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch20.pdf	1.53 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/04_network-evolution/02_module-4-assignment/01_assignment-4-submission_instructions.html	1.05 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html	700.60 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf	145.68 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.1_Networks_Everywhere.pdf	7.71 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.2_Network_Definition_and_Vocabulary.pdf	2.68 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.3_Node_and_Edge_Attributes.pdf	1.51 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.4_Bipartite_Graphs.pdf	2.01 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.1_Clustering_Coefficient.pdf	2.58 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.2_Distance_Measures.pdf	2.24 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.3_Connected_Components.pdf	3.40 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.4_Network_Robustness.pdf	6.66 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.1_Degree_and_Closeness_Centrality.pdf	2.18 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.2_Betweenness_Centrality.pdf	2.74 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.3_Basic_Page_Rank.pdf	6.77 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.4_Scaled_Page_Rank.pdf	3.38 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.5_Hubs_and_Authorities.pdf	14.63 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.6_Centrality_Examples.pdf	6.32 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.1_Preferential_Attachment_Model.pdf	4.37 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.2_Small_World_Networks.pdf	5.00 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.3_Link_Prediction.pdf	5.94 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/01_introduction-to-text-mining.en.txt	2.58 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/01_introduction-to-text-mining.mp4	6.63 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/02_syllabus_instructions.html	11.44 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/03_help-us-learn-more-about-you_instructions.html	1.85 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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	22.64 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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.txt	13.15 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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	29.61 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/05_notice-for-auditing-learners-assignment-submission_instructions.html	1.61 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.en.srt	20.21 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.en.txt	12.12 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.mp4	30.00 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/07_demonstration-regex-with-pandas-and-named-groups.en.srt	6.10 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/07_demonstration-regex-with-pandas-and-named-groups.en.txt	3.86 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/07_demonstration-regex-with-pandas-and-named-groups.mp4	8.90 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/08_practice-quiz_quiz.html	7.76 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/09_internationalization-and-issues-with-non-ascii-characters.en.srt	13.58 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/09_internationalization-and-issues-with-non-ascii-characters.en.txt	8.28 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/09_internationalization-and-issues-with-non-ascii-characters.mp4	20.47 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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_instructions.html	1.86 kB
[TutsNode.net] - Applied Data Science with Python Specialization/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	205.62 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/11_module-1-quiz_exam.html	10.96 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/01_basic-natural-language-processing.en.srt	4.22 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/01_basic-natural-language-processing.en.txt	2.57 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/01_basic-natural-language-processing.mp4	9.20 MB
[TutsNode.net] - Applied Data Science with Python Specialization/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	20.92 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/02_basic-nlp-tasks-with-nltk.en.txt	12.59 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/02_basic-nlp-tasks-with-nltk.mp4	36.41 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/03_advanced-nlp-tasks-with-nltk.en.srt	20.07 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/03_advanced-nlp-tasks-with-nltk.en.txt	12.45 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/03_advanced-nlp-tasks-with-nltk.mp4	29.18 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/04_practice-quiz_quiz.html	2.17 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/05_module-2-quiz_exam.html	4.65 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/02_module-2-basic-natural-language-processing/02_assignment-2/01_assignment-2-submission_instructions.html	1.05 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.en.srt	15.17 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.mp4	28.91 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.en.srt	9.63 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.en.txt	6.01 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.mp4	34.84 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.en.srt	22.61 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.en.txt	13.79 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.mp4	38.92 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.en.srt	6.09 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.en.txt	3.78 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.mp4	21.42 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.en.srt	31.98 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.en.txt	18.79 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.mp4	41.09 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.en.srt	19.91 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.en.txt	11.95 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.mp4	26.67 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.en.srt	12.17 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.en.txt	7.76 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.mp4	25.02 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/08_module-3-quiz_exam.html	6.58 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.en.srt	21.29 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.en.txt	12.85 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.mp4	29.84 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.en.srt	10.05 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.mp4	24.23 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.en.txt	11.52 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.mp4	43.93 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/05_information-extraction.mp4	41.76 MB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/02_assignment-4/01_assignment-4-submission_instructions.html	1.05 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/03_post-course-survey/01_post-course-survey_instructions.html	1.69 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf	145.68 kB
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[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__1.1_Introduction_to_Text_Mining.pdf	1.28 MB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__1.2_Handling_Text_in_Python.pdf	242.52 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__1.3_Regular_Expressions.pdf	258.48 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__1.4_Internationalization_and_Issues_with_Non-ASCII_Characters.pdf	670.40 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__2.1_Basic_Natural_Language_Processing.pdf	223.26 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__2.2_Basic_NLP_Tasks_with_NLTK.pdf	230.53 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__2.3_Advanced_NLP_Tasks_with_NLTK.pdf	309.47 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__3.1_Text_Classification.pdf	350.17 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__3.2_Identifying_Features_from_Text.pdf	215.77 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__3.3_Naive_Bayes_Classifier.pdf	261.51 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__3.4_Naive_Bayes_Variations.pdf	210.48 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__3.5_Support_Vector_Machines.pdf	592.44 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__3.6_Learning_Text_Classifiers_in_Python.pdf	349.04 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__4.1_Semantic_Text_Similarity.pdf	414.54 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__4.2_Topic_Modeling.pdf	446.65 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__4.3_Generative_Models_and_LDA.pdf	697.57 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__4.4_Information_Extraction.pdf	518.47 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__resources.html	3.00 kB
[TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/05_attributions-credits/01__resources.html	997.00 B

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Applied Data Science with Python Specialization