Applied Data Science with Python Specialization


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Torrent Hash : 860256D021EDEC706AEA93DD752433986FCD40C2
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Torrent Size : 3.58 GB


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Torrent File Content (745 files)


Applied Data Science with Python Specialization
    [TutsNode.net] - python-social-network-analysis
          [TutsNode.net] - 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] - python-text-mining
          [TutsNode.net] - python-text-mining/05_Resources/04_lecture-slides/01__4.1_Semantic_Text_Similarity.pdf -
414.54 KB

    [TutsNode.net] - python-social-network-analysis
          [TutsNode.net] - 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.txt -
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    [TutsNode.net] - python-social-network-analysis
          [TutsNode.net] - python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.mp4 -
92.1 MB

    [TutsNode.net] - python-machine-learning
          [TutsNode.net] - 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_PreferredPaper_LeakingInDataMining.pdf -
847.57 KB

    [TutsNode.net] - python-data-analysis
          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/02_manipulating-text-with-regular-expression.en.srt -
44.82 KB

    [TutsNode.net] - python-machine-learning
          [TutsNode.net] - python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/10_kernelized-support-vector-machines.en.srt -
25.6 KB

    [TutsNode.net] - python-data-analysis
          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/04_notice-for-auditing-learners-assignment-submission_instructions.html -
1.56 KB

          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/05_help-us-learn-more-about-you_instructions.html -
1.68 KB

    [TutsNode.net] - python-machine-learning
          [TutsNode.net] - python-machine-learning/05_Resources/02_jupyter-notebook-faq/01__resources.html -
701.18 KB

    [TutsNode.net] - python-social-network-analysis
          [TutsNode.net] - 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.net] - python-text-mining
          [TutsNode.net] - 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] - python-data-analysis
          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/07_week-1-textbook-reading-assignment-optional_instructions.html -
1.83 KB

    [TutsNode.net] - python-social-network-analysis
          [TutsNode.net] - python-social-network-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html -
700.6 KB

    [TutsNode.net] - python-data-analysis
          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/08_50-years-of-data-science-david-donoho-optional_instructions.html -
1.43 KB

    [TutsNode.net] - python-text-mining
          [TutsNode.net] - python-text-mining/05_Resources/04_lecture-slides/01__2.3_Advanced_NLP_Tasks_with_NLTK.pdf -
309.47 KB

    [TutsNode.net] - python-machine-learning
          [TutsNode.net] - python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.en.txt -
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    [TutsNode.net] - python-social-network-analysis
          [TutsNode.net] - python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp4 -
65.76 MB

    [TutsNode.net] - python-text-mining
          [TutsNode.net] - python-text-mining/05_Resources/04_lecture-slides/01__1.2_Handling_Text_in_Python.pdf -
242.52 KB

    [TutsNode.net] - python-plotting
          [TutsNode.net] - 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 -
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    [TutsNode.net] - python-data-analysis
          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/01_numerical-python-library-numpy.mp4 -
54.28 MB

    [TutsNode.net] - python-text-mining
          [TutsNode.net] - python-text-mining/05_Resources/01_jupyter-notebook-faq/01__resources.html -
700.57 KB

          [TutsNode.net] - python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.en.srt -
31.98 KB

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356 bytes

    [TutsNode.net] - python-social-network-analysis
          [TutsNode.net] - 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] - python-data-analysis
          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.en.srt -
2.91 KB

          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.en.txt -
1.85 KB

    [TutsNode.net] - python-text-mining
          [TutsNode.net] - python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_wordnet.html -
101.09 KB

    [TutsNode.net] - python-data-analysis
          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/09_python-functions.en.srt -
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    [TutsNode.net] - python-data-analysis
          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/02_manipulating-text-with-regular-expression.mp4 -
51.27 MB

          [TutsNode.net] - python-data-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html -
698.13 KB

          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/15_advanced-python-lambda-and-list-comprehensions.en.txt -
2.7 KB

    [TutsNode.net] - python-plotting
          [TutsNode.net] - python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/03_matplotlib_matplotlib.html -
42.28 KB

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    [TutsNode.net] - python-machine-learning
          [TutsNode.net] - python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp4 -
46.1 MB

    [TutsNode.net] - python-text-mining
          [TutsNode.net] - python-text-mining/05_Resources/04_lecture-slides/01__4.3_Generative_Models_and_LDA.pdf -
697.57 KB

          [TutsNode.net] - python-text-mining/05_Resources/04_lecture-slides/01__2.1_Basic_Natural_Language_Processing.pdf -
223.26 KB

    [TutsNode.net] - python-plotting
          [TutsNode.net] - python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.en.txt -
3.67 KB

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    [TutsNode.net] - python-machine-learning
          [TutsNode.net] - python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/04_key-concepts-in-machine-learning.mp4 -
44.56 MB

          [TutsNode.net] - 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.net] - python-plotting
          [TutsNode.net] - python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.en.srt -
5.89 KB

    [TutsNode.net] - python-data-analysis
          [TutsNode.net] - python-data-analysis/01_fundamentals-of-data-manipulation-with-python/03_week-1-assignment/02_assignment-1_instructions.html -
1.06 KB

          [TutsNode.net] - python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/01_week-2-reading-assignments-optional_instructions.html -
1.65 KB

    [TutsNode.net] - python-text-mining
          [TutsNode.net] - python-text-mining/05_Resources/04_lecture-slides/01__1.4_Internationalization_and_Issues_with_Non-ASCII_Characters.pdf -
670.4 KB

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