Coursera - Applied Data Science with Python

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اسم:	Coursera - Applied Data Science with Python
الوصف: 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. The course also features interviews with leading researchers and managers, from both industry and academia.
يوتيوب فيديو:
الفئة:	Tutorials
اللغة:	English
إجمالي حجم:	1.97 GB
تجزئة المعلومات:	C9EF88CFE0137F6A4292823F0765A5D4B93FF313
وأضاف بها:	tutsnode
تاريخ الإضافة:	2021-02-03 14:09:37
سيل مركز:	Torrent Verified

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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-2/02_random-forests.en.srt	17.07 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-2/02_random-forests.mp4	17.39 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-2/03_gradient-boosted-decision-trees.en.srt	8.44 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-2/03_gradient-boosted-decision-trees.mp4	8.47 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-2/04_neural-networks.en.srt	27.90 kB
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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-2/05_neural-networks-made-easy-optional_instructions.html	1.52 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.html	2.00 kB
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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-2/07_deep-learning-optional.mp4	10.76 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-2/08_deep-learning-in-a-nutshell-core-concepts-optional_instructions.html	1.56 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_assisting-pat	141.99 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.	1.31 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-2/10_data-leakage.en.srt	16.69 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-2/10_data-leakage.mp4	19.14 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-2/11_the-treachery-of-leakage-optional_instructions.html	1.36 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_cs670_Tran_Prefe	847.57 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.htm	1.72 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.html	1.59 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.ht	1.55 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.pdf	449.46 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-2/15_module-4-quiz_exam.html	1.60 MB
[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	1.05 kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/01_introduction.mp4	6.66 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/02_dimensionality-reduction-and-manifold-learning.en.srt	13.47 kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/02_dimensionality-reduction-and-manifold-learning.mp4	12.88 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.en.srt	19.90 kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.mp4	19.83 MB
[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	1.16 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	1.32 kB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/04_conclusion/01_conclusion.mp4	4.49 MB
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[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-machine-learning/05_Resources/01_additional-resources/01__classes.html	90.23 kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/01_additional-resources/01__documentation.html	582.00 B
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/01_additional-resources/01__resources.html	2.10 kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/01_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf	145.68 kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/02_jupyter-notebook-faq/01__resources.html	701.18 kB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/03_course-slides/01__01-adspy-module1-basics.pdf	3.13 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/03_course-slides/01__02-adspy-module2-supervised1.pdf	5.10 MB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/03_course-slides/01__04-adspy-module4-supervised2.pdf	2.29 MB
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[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/05_attributions-credits/01__resources.html	996.00 B
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[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/01_introduction.mp4	12.09 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/02_syllabus_instructions.html	11.63 kB
[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	1.66 kB
[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	2.10 kB
[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.mp4	5.49 MB
[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/05_tools-for-thinking-about-design-alberto-cairo.mp4	19.22 MB
[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	1.61 kB
[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/07_graphical-heuristics-data-ink-ratio-edward-tufte.mp4	9.24 MB
[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	1.30 kB
[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/09_graphical-heuristics-chart-junk-edward-tufte.mp4	13.14 MB
[TutsNode.com] - Applied Data Science with Python/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_instructions.html	1.33 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.srt	5.38 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.mp4	8.67 MB
[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/12_the-truthful-art-alberto-cairo.mp4	19.54 MB
[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	333.40 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/01_graphics-lies-misleading-visuals_instructions.html	1.38 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/02_graphics-lies-misleading-visuals_assignment1_rubric.pdf	72.72 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/02_graphics-lies-misleading-visuals_peer_assignment_instructions.html	3.17 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/01_introduction.en.srt	2.63 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/01_introduction.mp4	4.21 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/02_matplotlib-architecture.en.srt	10.22 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/02_matplotlib-architecture.mp4	16.37 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/03_matplotlib_instructions.html	1.36 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/03_matplotlib_matplotlib.html	42.28 kB
[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	1.48 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/05_basic-plotting-with-matplotlib.en.srt	11.87 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/05_basic-plotting-with-matplotlib.mp4	14.06 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.en.srt	11.51 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.mp4	17.65 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/07_line-plots.en.srt	11.80 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/07_line-plots.mp4	15.77 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.en.srt	5.49 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.mp4	9.29 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.en.srt	5.89 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.mp4	12.24 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/02_assignment-2/01_plotting-weather-patterns_assignment2_rubric.pdf	75.27 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/02_assignment-2/01_plotting-weather-patterns_peer_assignment_instructions.html	1.80 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/01_subplots.en.srt	10.54 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/01_subplots.mp4	15.44 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/02_histograms.en.srt	12.15 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/02_histograms.mp4	17.05 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.pdf	116.40 kB
[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_instructions.html	1.19 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/04_box-plots.en.srt	10.34 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/04_box-plots.mp4	14.52 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/05_heatmaps.en.srt	5.33 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/05_heatmaps.mp4	7.65 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/06_animation.en.srt	7.08 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/06_animation.mp4	9.05 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.en.srt	7.37 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.mp4	10.21 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/02_assignment-3/01_assignment-reading_instructions.html	1.46 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/02_assignment-3/02_building-a-custom-visualization_assignment3_rubric.pdf	73.64 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/02_assignment-3/02_building-a-custom-visualization_peer_assignment_instructions.html	1.74 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/01_plotting-with-pandas.en.srt	9.54 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/01_plotting-with-pandas.mp4	10.58 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.en.srt	11.31 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.mp4	12.50 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/03_spurious-correlations_instructions.html	1.65 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/02_project/01_becoming-an-independent-data-scientist.en.srt	2.63 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/02_project/01_becoming-an-independent-data-scientist.mp4	4.51 MB
[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	85.64 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/02_project/02_becoming-an-independent-data-scientist_peer_assignment_instructions.html	1.89 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/02_project/03_post-course-survey_instructions.html	1.50 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/01_jupyter-notebook-faq/01__resources.html	523.18 kB
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[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/02_additional-python-resources/01__resources.html	1.75 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__resources.html	1.73 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week1Slides.pptx	15.54 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week1_Slides_Final.pdf	4.17 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week2_Basic_Charting.pptx	238.71 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week2_Slides_Final.pdf	482.41 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week3Slides.pptx	359.34 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week3_Slides_Final.pdf	525.63 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__Diamonds-Were-a-Girls-Best-Friend.jpg	146.83 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__hist.pdf	116.40 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__matplotlib.html	42.28 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/04_acknowledgements-credits/01__resources.html	6.08 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/05_code-sharing-policy/01__resources.html	1.75 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/06_accessible-html-slides/01__resources.html	1.34 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/06_accessible-html-slides/01__Week_1_Principles_of_Information_Visualization.html	84.89 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/06_accessible-html-slides/01__Week_2_Basic_Charting.html	73.48 kB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/06_accessible-html-slides/01__Week_3_Charting_Fundamentals.html	73.04 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/01_course-syllabus_instructions.html	11.43 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/02_help-us-learn-more-about-you_instructions.html	1.86 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/03_networks-definition-and-why-we-study-them.en.srt	10.78 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/03_networks-definition-and-why-we-study-them.mp4	15.37 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/04_network-definition-and-vocabulary.en.srt	14.21 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/04_network-definition-and-vocabulary.mp4	17.76 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/05_node-and-edge-attributes.en.srt	12.65 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/05_node-and-edge-attributes.mp4	15.09 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/06_bipartite-graphs.en.srt	18.59 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.mp4	22.41 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/07_notice-for-auditing-learners-assignment-submission_instructions.html	1.61 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/08_ta-demonstration-loading-graphs-in-networkx.en.srt	10.43 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/08_ta-demonstration-loading-graphs-in-networkx.mp4	11.68 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/09_module-1-quiz_exam.html	488.89 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/02_module-1-assignment/01_assignment-1-submission_instructions.html	1.07 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.en.srt	19.38 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.mp4	18.69 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.en.srt	26.06 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp4	26.06 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.en.srt	14.58 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.mp4	15.54 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.en.srt	14.94 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.mp4	18.91 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.en.srt	7.33 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.mp4	10.09 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/06_module-2-quiz_exam.html	1.08 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/02_module-2-assignment/01_assignment-2-submission_instructions.html	1.05 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/01_degree-and-closeness-centrality.en.srt	18.37 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/01_degree-and-closeness-centrality.mp4	21.43 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.srt	24.61 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/02_betweenness-centrality.mp4	26.40 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/03_basic-page-rank.en.srt	14.08 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/03_basic-page-rank.mp4	17.67 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/04_scaled-page-rank.en.srt	13.58 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/04_scaled-page-rank.mp4	18.74 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/05_hubs-and-authorities.en.srt	18.97 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.mp4	26.22 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/06_centrality-examples.en.srt	13.79 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.mp4	16.79 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/07_module-3-quiz_exam.html	282.97 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/02_module-3-assignment/01_assignment-3-submission_instructions.html	1.05 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.en.srt	18.44 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp4	29.29 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_instructions.html	1.40 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_networks-book-ch18.pdf	311.95 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.en.srt	30.04 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.mp4	53.03 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.en.srt	27.71 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.mp4	42.14 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/05_module-4-quiz_exam.html	669.93 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_instructions.html	1.57 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch02.pdf	2.07 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch20.pdf	1.53 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/02_module-4-assignment/01_assignment-4-submission_instructions.html	1.05 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/03_post-course-survey/01_post-course-survey_instructions.html	1.70 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/03_post-course-survey/02_keep-learning-with-michigan-online_instructions.html	34.14 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html	700.60 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__classes.html	90.23 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__documentation.html	582.00 B
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__resources.html	2.19 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf	145.68 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/03_code-sharing-policy/01__resources.html	1.75 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.1_Networks_Everywhere.pdf	7.71 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.2_Network_Definition_and_Vocabulary.pdf	2.68 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.3_Node_and_Edge_Attributes.pdf	1.51 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.4_Bipartite_Graphs.pdf	2.01 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.1_Clustering_Coefficient.pdf	2.58 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.2_Distance_Measures.pdf	2.24 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.3_Connected_Components.pdf	3.40 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.4_Network_Robustness.pdf	6.66 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.1_Degree_and_Closeness_Centrality.pdf	2.18 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.2_Betweenness_Centrality.pdf	2.74 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.3_Basic_Page_Rank.pdf	6.77 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.4_Scaled_Page_Rank.pdf	3.38 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.5_Hubs_and_Authorities.pdf	14.63 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.6_Centrality_Examples.pdf	6.32 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.1_Preferential_Attachment_Model.pdf	4.37 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.2_Small_World_Networks.pdf	5.00 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.3_Link_Prediction.pdf	5.94 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__resources.html	2.93 kB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/05_attributions-credits/01__resources.html	997.00 B
[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/01_course-syllabus_instructions.html	11.40 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.html	1.85 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/03_introduction-to-text-mining.en.srt	4.13 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/03_introduction-to-text-mining.mp4	4.85 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/04_handling-text-in-python.en.srt	22.64 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.mp4	23.36 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/05_notice-for-auditing-learners-assignment-submission_instructions.html	1.61 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/06_regular-expressions.en.srt	20.21 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/06_regular-expressions.mp4	22.55 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/07_demonstration-regex-with-pandas-and-named-groups.en.srt	6.10 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/07_demonstration-regex-with-pandas-and-named-groups.mp4	7.15 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/08_practice-quiz_quiz.html	7.76 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/09_internationalization-and-issues-with-non-ascii-characters.en.srt	13.58 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/09_internationalization-and-issues-with-non-ascii-characters.mp4	15.79 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_instructions.html	1.86 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/10_resources-common-issues-with-free-text_re.html	196.31 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/11_module-1-quiz_exam.html	10.94 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/02_assignment-1/01_assignment-1-submission_instructions.html	1.06 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/01_basic-natural-language-processing.en.srt	4.22 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/01_basic-natural-language-processing.mp4	5.38 MB
[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	20.92 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.mp4	23.49 MB
[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.en.srt	20.07 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/03_advanced-nlp-tasks-with-nltk.mp4	21.78 MB
[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-text-mining/02_module-2-basic-natural-language-processing/02_assignment-2/01_assignment-2-submission_instructions.html	1.05 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.en.srt	15.17 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.mp4	18.63 MB
[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.mp4	15.66 MB
[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.en.srt	22.61 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.mp4	26.37 MB
[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.mp4	9.62 MB
[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.en.srt	31.98 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.mp4	31.39 MB
[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.en.srt	19.91 kB
[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	20.29 MB
[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.mp4	16.37 MB
[TutsNode.com] - Applied Data Science with Python/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.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.mp4	22.48 MB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.mp4	13.42 MB
[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.en.srt	18.22 kB
[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	23.17 MB
[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	2.37 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/05_information-extraction.mp4	26.69 MB
[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	408.20 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.html	2.13 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_wordnet.html	31.02 kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/03_post-course-survey/01_post-course-survey_instructions.html	1.69 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/03_post-course-survey/02_keep-learning-with-michigan-online_instructions.html	34.14 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/01_jupyter-notebook-faq/01__resources.html	700.57 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/02_additional-resources/01__classes.html	90.23 kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf	145.68 kB
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[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__1.1_Introduction_to_Text_Mining.pdf	1.28 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__1.2_Handling_Text_in_Python.pdf	242.52 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__1.3_Regular_Expressions.pdf	258.48 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__1.4_Internationalization_and_Issues_with_Non-ASCII_Characters.pdf	670.40 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__2.1_Basic_Natural_Language_Processing.pdf	223.26 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__2.2_Basic_NLP_Tasks_with_NLTK.pdf	230.53 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__2.3_Advanced_NLP_Tasks_with_NLTK.pdf	309.47 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.1_Text_Classification.pdf	350.17 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.2_Identifying_Features_from_Text.pdf	215.77 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.3_Naive_Bayes_Classifier.pdf	261.51 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.4_Naive_Bayes_Variations.pdf	210.48 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.5_Support_Vector_Machines.pdf	592.44 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.6_Learning_Text_Classifiers_in_Python.pdf	349.04 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__4.1_Semantic_Text_Similarity.pdf	414.54 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__4.2_Topic_Modeling.pdf	446.65 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__4.3_Generative_Models_and_LDA.pdf	697.57 kB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__4.4_Information_Extraction.pdf	518.47 kB
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[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/01_introduction/01_introduction-a-conversation-with-andrew-ng.en.srt	6.71 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/01_introduction/01_introduction-a-conversation-with-andrew-ng.mp4	10.90 MB
[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	7.26 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.mp4	6.47 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/02_machine-learning-applied-to-time-series.en.srt	2.76 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/02_machine-learning-applied-to-time-series.mp4	2.46 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/03_common-patterns-in-time-series.en.srt	8.78 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/03_common-patterns-in-time-series.mp4	6.27 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/04_introduction-to-time-series.en.srt	6.91 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/04_introduction-to-time-series.mp4	7.59 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/05_introduction-to-time-series-notebook_instructions.html	1.17 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/05_introduction-to-time-series-notebook_SP_Week_1_Lesson_2.ipynb	66.83 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/06_train-validation-and-test-sets.en.srt	5.18 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/06_train-validation-and-test-sets.mp4	4.19 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/07_metrics-for-evaluating-performance.en.srt	3.33 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/07_metrics-for-evaluating-performance.mp4	2.59 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/08_moving-average-and-differencing.en.srt	4.52 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/08_moving-average-and-differencing.mp4	3.23 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/09_trailing-versus-centered-windows.en.srt	1.67 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/09_trailing-versus-centered-windows.mp4	1.60 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/10_forecasting.en.srt	7.80 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/10_forecasting.mp4	10.20 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/11_forecasting-notebook_instructions.html	1.18 kB
[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	66.87 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/12_week-1-quiz_exam.html	8.86 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/13_week-1-wrap-up_instructions.html	1.36 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/01_a-conversation-with-andrew-ng.en.srt	2.49 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/01_a-conversation-with-andrew-ng.mp4	4.05 MB
[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/02_preparing-features-and-labels.en.srt	6.25 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/02_preparing-features-and-labels.mp4	5.99 MB
[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/03_preparing-features-and-labels.en.srt	6.17 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/03_preparing-features-and-labels.mp4	5.85 MB
[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/04_preparing-features-and-labels-notebook_instructions.html	1.18 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/04_preparing-features-and-labels-notebook_SP_Week_2_Lesson_1.ipynb	66.84 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/05_sequence-bias_instructions.html	1.45 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/06_feeding-windowed-dataset-into-neural-network.en.srt	3.31 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/06_feeding-windowed-dataset-into-neural-network.mp4	2.97 MB
[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/07_single-layer-neural-network.en.srt	5.24 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/07_single-layer-neural-network.mp4	3.48 MB
[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/08_machine-learning-on-time-windows.en.srt	1.01 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/08_machine-learning-on-time-windows.mp4	723.72 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/09_prediction.en.srt	4.22 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/09_prediction.mp4	3.21 MB
[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/10_more-on-single-layer-neural-network.en.srt	3.86 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/10_more-on-single-layer-neural-network.mp4	4.43 MB
[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/11_single-layer-neural-network-notebook_instructions.html	1.17 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/11_single-layer-neural-network-notebook_SP_Week_2_Lesson_2.ipynb	66.85 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/12_deep-neural-network-training-tuning-and-prediction.en.srt	6.44 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/12_deep-neural-network-training-tuning-and-prediction.mp4	6.76 MB
[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/13_deep-neural-network.en.srt	4.49 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/13_deep-neural-network.mp4	5.92 MB
[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/14_deep-neural-network-notebook_instructions.html	1.17 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/14_deep-neural-network-notebook_SP_Week_2_Lesson_3.ipynb	66.84 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.html	11.03 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/16_week-2-wrap-up_instructions.html	1.21 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.srt	5.08 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.mp4	10.61 MB
[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/02_conceptual-overview.en.srt	5.14 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/02_conceptual-overview.mp4	4.25 MB
[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/03_shape-of-the-inputs-to-the-rnn.en.srt	3.49 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/03_shape-of-the-inputs-to-the-rnn.mp4	2.68 MB
[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/04_outputting-a-sequence.en.srt	2.13 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/04_outputting-a-sequence.mp4	1.74 MB
[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/05_lambda-layers.en.srt	2.87 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/05_lambda-layers.mp4	2.16 MB
[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/06_adjusting-the-learning-rate-dynamically.en.srt	4.34 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/06_adjusting-the-learning-rate-dynamically.mp4	3.76 MB
[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/07_more-info-on-huber-loss_instructions.html	1.04 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/08_rnn.en.srt	2.70 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/08_rnn.mp4	3.23 MB
[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/09_rnn-notebook_instructions.html	1.17 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/09_rnn-notebook_SP_Week_3_Lesson_2_-_RNN.ipynb	66.86 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/10_lstm.en.srt	2.84 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/10_lstm.mp4	2.41 MB
[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/11_link-to-the-lstm-lesson_instructions.html	1.08 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/12_coding-lstms.en.srt	3.79 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/12_coding-lstms.mp4	3.30 MB
[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/13_more-on-lstm.en.srt	2.79 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/13_more-on-lstm.mp4	3.37 MB
[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/14_lstm-notebook_instructions.html	1.20 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/14_lstm-notebook_SP_Week_3_Lesson_4_-_LSTM.ipynb	66.86 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/15_week-3-quiz_exam.html	8.36 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/16_week-3-wrap-up_instructions.html	1.17 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/01_week-4-a-conversation-with-andrew-ng.en.srt	2.55 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/01_week-4-a-conversation-with-andrew-ng.mp4	4.11 MB
[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/02_convolutions.en.srt	1.42 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/02_convolutions.mp4	1.87 MB
[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/03_convolutional-neural-networks-course_instructions.html	1.23 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/04_bi-directional-lstms.en.srt	6.01 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/04_bi-directional-lstms.mp4	4.70 MB
[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/05_more-on-batch-sizing_instructions.html	1.03 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.srt	2.47 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.mp4	3.88 MB
[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	1.15 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_SP_Week_4_Lesson_1.ipynb	66.84 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/08_real-data-sunspots.en.srt	6.42 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/08_real-data-sunspots.mp4	5.08 MB
[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/09_train-and-tune-the-model.en.srt	4.17 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/09_train-and-tune-the-model.mp4	3.47 MB
[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/10_prediction.en.srt	2.28 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/10_prediction.mp4	2.55 MB
[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/11_sunspots.en.srt	2.35 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/11_sunspots.mp4	3.44 MB
[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/12_sunspots-notebook_instructions.html	1.46 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/12_sunspots-notebook_SP_Week_4_Lesson_3.ipynb	66.84 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/12_sunspots-notebook_SP_Week_4_Lesson_5.ipynb	66.85 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/13_combining-our-tools-for-analysis.en.srt	6.53 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/13_combining-our-tools-for-analysis.mp4	5.70 MB
[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/14_week-4-quiz_exam.html	8.46 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/01_wrap-up_instructions.html	1.17 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.srt	1.27 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.mp4	1.44 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/04_real-world-time-series-data/03_tensorflow-in-practice-has-come-to-an-end/01_specialization-wrap-up-a-conversation-with-andrew-ng.en.srt	4.50 kB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/04_real-world-time-series-data/03_tensorflow-in-practice-has-come-to-an-end/01_specialization-wrap-up-a-conversation-with-andrew-ng.mp4	7.16 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/04_real-world-time-series-data/03_tensorflow-in-practice-has-come-to-an-end/02_what-next_instructions.html	1.58 kB

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