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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 128.6 MB |
| TutsNode.net.txt 0.1 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__4.1_Semantic_Text_Similarity.pdf 414.5 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/04_network-definition-and-vocabulary.en.txt 8.9 KB |
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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 92.1 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-2/12_leakage-in-data-mining-formulation-detection-and-avoidance-optional_cs670_Tran_PreferredPaper_LeakingInDataMining.pdf 847.6 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/02_manipulating-text-with-regular-expression.en.srt 44.8 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.srt 25.6 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/04_notice-for-auditing-learners-assignment-submission_instructions.html 1.6 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/05_help-us-learn-more-about-you_instructions.html 1.7 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/05_Resources/02_jupyter-notebook-faq/01__resources.html 701.2 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 312.0 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 7.8 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/07_week-1-textbook-reading-assignment-optional_instructions.html 1.8 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html 700.6 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/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 1.4 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 309.5 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 10.7 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 65.8 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 242.5 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 3.4 KB |
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| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/01_numerical-python-library-numpy.mp4 54.3 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/01_jupyter-notebook-faq/01__resources.html 700.6 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.srt 32.0 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/05_hubs-and-authorities.mp4 53.9 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.en.srt 2.9 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.en.txt 1.9 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_wordnet.html 101.1 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/09_python-functions.en.srt 12.7 KB |
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| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/02_manipulating-text-with-regular-expression.mp4 51.3 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html 698.1 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/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] - Applied Data Science with Python Specialization/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/03_matplotlib_matplotlib.html 42.3 KB |
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| [TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp4 46.1 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__4.3_Generative_Models_and_LDA.pdf 697.6 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 223.3 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.en.txt 3.7 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/04_key-concepts-in-machine-learning.mp4 44.6 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-2/14_rules-of-machine-learning-best-practices-for-ml-engineering-optional_rules_of_ml.pdf 449.5 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.en.srt 5.9 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/03_week-1-assignment/02_assignment-1_instructions.html 1.1 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/01_week-2-reading-assignments-optional_instructions.html 1.7 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 670.4 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__3.1_Text_Classification.pdf 350.2 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/05_Resources/01_additional-resources/01__documentation.html 0.6 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/03_generative-models-and-lda.mp4 43.9 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/01_numerical-python-library-numpy.en.srt 44.7 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/01_basic-statistical-testing.en.srt 23.7 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/05_information-extraction.mp4 41.8 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/05_Resources/03_course-slides/01__Week2_Basic_Charting.pptx 238.7 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.en.txt 9.9 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/12_the-truthful-art-alberto-cairo.mp4 41.6 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_blei03a.pdf 408.2 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 5.4 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-2/04_neural-networks.mp4 41.5 MB |
| [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_2007GuideControlledExperiments.pdf 493.0 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.en.txt 7.2 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/05_support-vector-machines.mp4 41.1 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-social-network-analysis/04_network-evolution/01_module-4-applications/05_module-4-quiz_exam.html 669.9 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__3.3_Naive_Bayes_Classifier.pdf 261.5 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/05_Resources/05_acknowledgements/01__resources.html 2.7 KB |
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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 40.6 MB |
| [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 431.0 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 4.4 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/02_basic-data-processing-with-pandas/03_week-2-assignment/02_assignment-2_instructions.html 1.1 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/01_week-3-reading-assignments-optional_instructions.html 1.7 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__3.5_Support_Vector_Machines.pdf 592.4 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/08_50-years-of-data-science-david-donoho-optional_50YearsDataScience.pdf 424.2 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.en.txt 4.6 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/06_bipartite-graphs.mp4 40.3 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/15_module-2-quiz_exam.html 554.3 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/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 116.4 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.srt 20.9 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.mp4 39.9 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/05_Resources/04_acknowledgements-credits/01__matplotlib.html 42.3 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.srt 27.2 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/05_tools-for-thinking-about-design-alberto-cairo.mp4 39.7 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 283.0 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.srt 28.4 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-2/05_neural-networks-made-easy-optional_instructions.html 1.5 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/04_scaled-page-rank.mp4 39.7 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/03_more-data-processing-with-pandas/02_week-3-assignment/02_assignment-3_instructions.html 1.1 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/02_basic-data-processing-with-pandas/03_week-2-assignment/01_quiz-2_exam.html 273.5 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/04_answering-questions-with-messy-data/02_week-4-assignment/04_keep-learning-with-michigan-online_instructions.html 34.1 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/03_querying-a-dataframe.en.srt 16.5 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/10_kernelized-support-vector-machines.mp4 39.1 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/05_Resources/03_course-slides/01__Week3_Slides_Final.pdf 525.6 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/03_science-isn-t-broken-p-hacking_instructions.html 1.5 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/04_goodharts-law-optional_instructions.html 1.2 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/05_the-5-graph-algorithms-that-you-should-know_instructions.html 1.1 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/04_answering-questions-with-messy-data/02_week-4-assignment/01_assignment-4_instructions.html 1.1 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_BookChapterLIES.pdf 333.4 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/04_answering-questions-with-messy-data/02_week-4-assignment/03_post-course-survey_instructions.html 1.5 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/02_introduction.en.txt 10.4 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/03_naive-bayes-classifiers.mp4 38.9 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/05_Resources/02_code-sharing-policy/01__resources.html 1.8 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/02_module-2-basic-charting/02_assignment-2/01_plotting-weather-patterns_assignment2_rubric.pdf 75.3 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.srt 8.3 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/05_Resources/04_additional-python-resources/01__resources.html 1.8 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-text-mining/05_Resources/04_lecture-slides/01__4.4_Information_Extraction.pdf 518.5 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/05_Resources/01_jupyter-notebook-faq/01__resources.html 491.1 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/05_node-and-edge-attributes.en.srt 12.6 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/01_introduction-to-supervised-machine-learning.mp4 37.9 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/03_help-us-learn-more-about-you_instructions.html 1.7 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-plotting/05_Resources/02_additional-python-resources/01__classes.html 91.7 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/02_manipulating-text-with-regular-expression.en.txt 23.4 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/03_regular-expression-operations-documentation_instructions.html 1.2 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/09_module-1-quiz_exam.html 488.9 KB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-data-analysis/04_answering-questions-with-messy-data/02_week-4-assignment/02_final-quiz_exam.html 486.4 KB |
| [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 34.1 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/06_notice-for-auditing-learners-assignment-submission_instructions.html 1.6 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 12.8 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/12_decision-trees.mp4 37.8 MB |
| [TutsNode.net] - Applied Data Science with Python Specialization/python-machine-learning/05_Resources/01_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf 145.7 KB |
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