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[CourseClub.Me] Coursera – Applied Data Science with Python Specialization

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CourseClub Me Coursera – Applied Data Science with Python Specialization

文件列表
  1. Coursera - Applied Machine Learning in Python/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.mp420.3MB
  2. Coursera - Applied Machine Learning in Python/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.mp420MB
  3. Coursera - Applied Machine Learning in Python/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.mp437.83MB
  4. Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp446.1MB
  5. Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.mp420.75MB
  6. Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/03_classifier-decision-functions.mp412.65MB
  7. Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/04_precision-recall-and-roc-curves.mp49.23MB
  8. Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/05_multi-class-evaluation.mp419.77MB
  9. Coursera - Applied Machine Learning in Python/03_module-3-evaluation/01_module-3-evaluation/06_regression-evaluation.mp417.01MB
  10. Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.mp40B
  11. Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/10_data-leakage.mp432.89MB
  12. Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/02_optional-unsupervised-machine-learning/01_introduction.mp410.67MB
  13. Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/02_optional-unsupervised-machine-learning/03_clustering.mp427.18MB
  14. Coursera - Applied Machine Learning in Python/04_module-4-supervised-machine-learning-part-2/03_conclusion/01_conclusion.mp49.89MB
  15. Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/01_introduction.mp49.36MB
  16. Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/02_matplotlib-architecture.mp434.63MB
  17. Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/05_basic-plotting-with-matplotlib.mp40B
  18. Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.mp435.45MB
  19. Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/07_line-plots.mp427.37MB
  20. Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.mp417.7MB
  21. Coursera - Applied Plotting, Charting & Data Representation in Python/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.mp427.34MB
  22. Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/01_subplots.mp430.39MB
  23. Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/02_histograms.mp430.92MB
  24. Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/04_box-plots.mp427.34MB
  25. Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/05_heatmaps.mp415.29MB
  26. Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/06_animation.mp416.68MB
  27. Coursera - Applied Plotting, Charting & Data Representation in Python/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.mp419.63MB
  28. Coursera - Applied Plotting, Charting & Data Representation in Python/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.mp418.89MB
  29. Coursera - Applied Plotting, Charting & Data Representation in Python/04_module-4-applied-visualizations/02_project/01_becoming-an-independent-data-scientist.mp40B
  30. Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.mp428.87MB
  31. Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp440.57MB
  32. Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.mp426.04MB
  33. Coursera - Applied Social Network Analysis in Python/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.mp435.94MB
  34. Coursera - Applied Social Network Analysis in Python/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp465.76MB
  35. Coursera - Applied Social Network Analysis in Python/04_network-evolution/01_module-4-applications/03_small-world-networks.mp4128.59MB
  36. Coursera - Applied Social Network Analysis in Python/04_network-evolution/01_module-4-applications/04_link-prediction.mp492.1MB
  37. Coursera - Applied Text Mining in Python/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/03_introduction-to-text-mining.mp46.63MB
  38. Coursera - Applied Text Mining in Python/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/04_handling-text-in-python.mp429.61MB
  39. Coursera - Applied Text Mining in Python/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.mp430MB
  40. Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.mp428.91MB
  41. Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.mp434.84MB
  42. Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.mp438.92MB
  43. Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.mp421.42MB
  44. Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.mp441.09MB
  45. Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.mp426.67MB
  46. Coursera - Applied Text Mining in Python/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.mp40B
  47. Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.mp429.84MB
  48. Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.mp424.23MB
  49. Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.mp443.93MB
  50. Coursera - Applied Text Mining in Python/04_module-4-topic-modeling/01_module-4-topic-modeling/04_information-extraction.mp441.76MB
  51. Coursera - Introduction to Data Science in Python/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/09_python-functions.mp437.73MB
  52. Coursera - Introduction to Data Science in Python/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/11_python-more-on-strings.mp415.32MB
  53. Coursera - Introduction to Data Science in Python/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.mp410.05MB
  54. Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/02_introduction-to-pandas.mp410.6MB
  55. Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/03_the-series-data-structure.mp40B
  56. Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/04_querying-a-series.mp426.61MB
  57. Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/01_dataframe-data-structure.mp421.06MB
  58. Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/02_dataframe-indexing-and-loading.mp414.58MB
  59. Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/03_querying-a-dataframe.mp415.59MB
  60. Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/04_indexing-dataframes.mp414.11MB
  61. Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/05_missing-values.mp417.99MB
  62. Coursera - Introduction to Data Science in Python/02_basic-data-processing-with-pandas/02_dataframe/06_example-manipulating-dataframe.mp415.53MB
  63. Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/02_merging-dataframes.mp426.08MB
  64. Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/03_pandas-idioms.mp426.46MB
  65. Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/04_group-by.mp430.33MB
  66. Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/05_scales.mp426.17MB
  67. Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/06_pivot-table.mp416.37MB
  68. Coursera - Introduction to Data Science in Python/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/07_date-time-functionality.mp421.22MB
  69. Coursera - Introduction to Data Science in Python/04_answering-questions-with-messy-data/01_beyond-data-manipulation/01_basic-statistical-testing.mp426.3MB
  70. Coursera - Introduction to Data Science in Python/04_answering-questions-with-messy-data/01_beyond-data-manipulation/02_other-forms-of-structured-data.mp430.09MB
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