Udemy - Applied Data Science with Python Specialization

Creation TimeTotal SizeTotal FilesInfo Hash
2025-06-18 10:57:473.56 GB592E5C204C423E18915AE8E2823E77FF65B3453BB3B
Download
Magnet LinkTorrent DownloadSave Instantly without TorrentingReport Abuse
To download this file, you need a free bitTorrent client such as qBittorrent.
Related Torrents
Files
  1. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/01_introduction-to-specialization.en.srt6.11 KB
  2. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/01_introduction-to-specialization.en.txt3.89 KB
  3. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/01_introduction-to-specialization.mp418.15 MB
  4. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/02_introduction-to-the-course.en.srt6.59 KB
  5. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/02_introduction-to-the-course.en.txt4.21 KB
  6. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/02_introduction-to-the-course.mp423.29 MB
  7. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/03_syllabus_instructions.html9.50 KB
  8. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/04_notice-for-auditing-learners-assignment-submission_instructions.html1.56 KB
  9. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/05_help-us-learn-more-about-you_instructions.html1.68 KB
  10. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/06_the-coursera-jupyter-notebook-system.en.srt11.89 KB
  11. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/06_the-coursera-jupyter-notebook-system.en.txt6.25 KB
  12. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/06_the-coursera-jupyter-notebook-system.mp418.38 MB
  13. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/07_week-1-textbook-reading-assignment-optional_instructions.html1.83 KB
  14. 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.pdf424.24 KB
  15. 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.html1.43 KB
  16. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/09_python-functions.en.srt12.74 KB
  17. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/09_python-functions.en.txt8.20 KB
  18. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/09_python-functions.mp437.73 MB
  19. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/10_python-types-and-sequences.en.srt12.28 KB
  20. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/10_python-types-and-sequences.en.txt7.70 KB
  21. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/10_python-types-and-sequences.mp426.88 MB
  22. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/11_python-more-on-strings.en.srt4.91 KB
  23. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/11_python-more-on-strings.en.txt3.09 KB
  24. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/11_python-more-on-strings.mp415.32 MB
  25. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/12_python-demonstration-reading-and-writing-csv-files.en.srt5.14 KB
  26. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/12_python-demonstration-reading-and-writing-csv-files.en.txt3.22 KB
  27. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/12_python-demonstration-reading-and-writing-csv-files.mp47.10 MB
  28. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.en.srt2.91 KB
  29. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.en.txt1.85 KB
  30. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.mp410.05 MB
  31. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/14_advanced-python-objects-map.en.srt8.78 KB
  32. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/14_advanced-python-objects-map.en.txt5.61 KB
  33. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/14_advanced-python-objects-map.mp422.71 MB
  34. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/15_advanced-python-lambda-and-list-comprehensions.en.srt4.31 KB
  35. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/15_advanced-python-lambda-and-list-comprehensions.en.txt2.70 KB
  36. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/15_advanced-python-lambda-and-list-comprehensions.mp412.43 MB
  37. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/01_numerical-python-library-numpy.en.srt44.70 KB
  38. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/01_numerical-python-library-numpy.en.txt28.03 KB
  39. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/01_numerical-python-library-numpy.mp454.28 MB
  40. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/02_manipulating-text-with-regular-expression.en.srt44.82 KB
  41. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/02_manipulating-text-with-regular-expression.en.txt23.39 KB
  42. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/02_manipulating-text-with-regular-expression.mp451.27 MB
  43. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/03_regular-expression-operations-documentation_instructions.html1.19 KB
  44. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/03_regular-expression-operations-documentation_re.html205.62 KB
  45. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/03_week-1-assignment/01_quiz-1_exam.html138.23 KB
  46. python-data-analysis/01_fundamentals-of-data-manipulation-with-python/03_week-1-assignment/02_assignment-1_instructions.html1.06 KB
  47. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/01_week-2-reading-assignments-optional_instructions.html1.65 KB
  48. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/02_introduction-to-pandas.en.srt4.92 KB
  49. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/02_introduction-to-pandas.en.txt3.14 KB
  50. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/02_introduction-to-pandas.mp410.60 MB
  51. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/03_the-series-data-structure.en.srt16.07 KB
  52. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/03_the-series-data-structure.en.txt8.48 KB
  53. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/03_the-series-data-structure.mp416.72 MB
  54. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/04_querying-a-series.en.srt22.15 KB
  55. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/04_querying-a-series.en.txt13.75 KB
  56. python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/04_querying-a-series.mp426.61 MB
  57. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/01_dataframe-data-structure.en.srt20.18 KB
  58. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/01_dataframe-data-structure.en.txt10.47 KB
  59. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/01_dataframe-data-structure.mp421.06 MB
  60. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/02_dataframe-indexing-and-loading.en.srt15.27 KB
  61. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/02_dataframe-indexing-and-loading.en.txt7.99 KB
  62. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/02_dataframe-indexing-and-loading.mp414.58 MB
  63. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/03_querying-a-dataframe.en.srt16.50 KB
  64. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/03_querying-a-dataframe.en.txt8.72 KB
  65. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/03_querying-a-dataframe.mp415.59 MB
  66. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/04_indexing-dataframes.en.srt13.95 KB
  67. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/04_indexing-dataframes.en.txt7.39 KB
  68. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/04_indexing-dataframes.mp414.11 MB
  69. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/05_missing-values.en.srt19.21 KB
  70. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/05_missing-values.en.txt10.06 KB
  71. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/05_missing-values.mp417.99 MB
  72. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/06_example-manipulating-dataframe.en.srt13.26 KB
  73. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/06_example-manipulating-dataframe.en.txt8.41 KB
  74. python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/06_example-manipulating-dataframe.mp415.53 MB
  75. python-data-analysis/02_basic-data-processing-with-pandas/03_week-2-assignment/01_quiz-2_exam.html273.53 KB
  76. python-data-analysis/02_basic-data-processing-with-pandas/03_week-2-assignment/02_assignment-2_instructions.html1.06 KB
  77. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/01_week-3-reading-assignments-optional_instructions.html1.71 KB
  78. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/02_merging-dataframes.en.srt26.59 KB
  79. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/02_merging-dataframes.en.txt13.92 KB
  80. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/02_merging-dataframes.mp426.08 MB
  81. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/03_pandas-idioms.en.srt27.10 KB
  82. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/03_pandas-idioms.en.txt14.39 KB
  83. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/03_pandas-idioms.mp426.46 MB
  84. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/04_group-by.en.srt32.74 KB
  85. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/04_group-by.en.txt17.19 KB
  86. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/04_group-by.mp430.33 MB
  87. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/05_scales.en.srt19.36 KB
  88. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/05_scales.en.txt10.20 KB
  89. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/05_scales.mp426.17 MB
  90. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/06_pivot-table.en.srt16.77 KB
  91. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/06_pivot-table.en.txt8.81 KB
  92. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/06_pivot-table.mp416.37 MB
  93. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/07_date-time-functionality.en.srt18.12 KB
  94. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/07_date-time-functionality.en.txt11.11 KB
  95. python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/07_date-time-functionality.mp421.22 MB
  96. python-data-analysis/03_more-data-processing-with-pandas/02_week-3-assignment/01_quiz-3_exam.html469.12 KB
  97. python-data-analysis/03_more-data-processing-with-pandas/02_week-3-assignment/02_assignment-3_instructions.html1.14 KB
  98. python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/01_basic-statistical-testing.en.srt23.74 KB
  99. python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/01_basic-statistical-testing.en.txt12.74 KB
  100. python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/01_basic-statistical-testing.mp426.30 MB
  101. python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/02_other-forms-of-structured-data.en.srt12.21 KB
  102. python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/02_other-forms-of-structured-data.en.txt6.54 KB
  103. python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/02_other-forms-of-structured-data.mp430.09 MB
  104. python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/03_science-isn-t-broken-p-hacking_instructions.html1.53 KB
  105. python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/04_goodharts-law-optional_instructions.html1.15 KB
  106. python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/05_the-5-graph-algorithms-that-you-should-know_instructions.html1.11 KB
  107. python-data-analysis/04_answering-questions-with-messy-data/02_week-4-assignment/01_assignment-4_instructions.html1.13 KB
  108. python-data-analysis/04_answering-questions-with-messy-data/02_week-4-assignment/02_final-quiz_exam.html486.35 KB
  109. python-data-analysis/04_answering-questions-with-messy-data/02_week-4-assignment/03_post-course-survey_instructions.html1.47 KB
  110. python-data-analysis/04_answering-questions-with-messy-data/02_week-4-assignment/04_keep-learning-with-michigan-online_instructions.html34.14 KB
  111. python-data-analysis/05_Resources/01_jupyter-notebook-faq/01__Course_1_-_Notebook_Resources_1.zip13.10 MB
  112. python-data-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html698.13 KB
  113. python-data-analysis/05_Resources/02_code-sharing-policy/01__resources.html1.75 KB
  114. python-data-analysis/05_Resources/03_grading-system-faq/01__resources.html3.13 KB
  115. python-data-analysis/05_Resources/04_additional-python-resources/01__classes.html90.23 KB
  116. python-data-analysis/05_Resources/04_additional-python-resources/01__resources.html1.75 KB
  117. python-data-analysis/05_Resources/05_acknowledgements/01__resources.html2.66 KB
  118. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_syllabus_instructions.html15.36 KB
  119. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/02_introduction.en.srt16.07 KB
  120. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/02_introduction.en.txt10.43 KB
  121. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/02_introduction.mp431.05 MB
  122. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/03_help-us-learn-more-about-you_instructions.html1.66 KB
  123. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/04_key-concepts-in-machine-learning.en.srt18.82 KB
  124. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/04_key-concepts-in-machine-learning.en.txt11.92 KB
  125. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/04_key-concepts-in-machine-learning.mp444.56 MB
  126. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/05_python-tools-for-machine-learning.en.srt6.11 KB
  127. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/05_python-tools-for-machine-learning.en.txt3.96 KB
  128. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/05_python-tools-for-machine-learning.mp412.86 MB
  129. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/06_notice-for-auditing-learners-assignment.html1.61 KB
  130. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/07_an-example-machine-learning-problem.en.srt14.83 KB
  131. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/07_an-example-machine-learning-problem.en.txt9.54 KB
  132. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/07_an-example-machine-learning-problem.mp431.73 MB
  133. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/08_examining-the-data.en.srt12.05 KB
  134. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/08_examining-the-data.en.txt7.68 KB
  135. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/08_examining-the-data.mp432.24 MB
  136. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/09_k-nearest-neighbors-classification.en.srt26.19 KB
  137. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/09_k-nearest-neighbors-classification.en.txt16.59 KB
  138. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/09_k-nearest-neighbors-classification.mp436.25 MB
  139. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/10_zachary-lipton-foundations-of-algorithm-bias.html1.90 KB
  140. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/11_module-1-quiz_exam.html180.34 KB
  141. python-machine-learning/01_module-1-fundamentals-of-ML-intro-to-scikit-learn/02_assignment-1/01_assignment-1-submission_instructions.html1.06 KB
  142. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/01_introduction-to-supervised-machine-learning.en.srt22.13 KB
  143. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/01_introduction-to-supervised-machine-learning.en.txt14.20 KB
  144. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/01_introduction-to-supervised-machine-learning.mp437.88 MB
  145. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/02_overfitting-and-underfitting.en.srt15.81 KB
  146. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/02_overfitting-and-underfitting.en.txt9.73 KB
  147. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/02_overfitting-and-underfitting.mp419.51 MB
  148. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/03_supervised-learning-datasets.en.srt6.74 KB
  149. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/03_supervised-learning-datasets.en.txt4.32 KB
  150. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/03_supervised-learning-datasets.mp411.22 MB
  151. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/04_k-nearest-neighbors-classification-and-regression.en.srt17.09 KB
  152. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/04_k-nearest-neighbors-classification-and-regression.en.txt10.97 KB
  153. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/04_k-nearest-neighbors-classification-and-regression.mp422.53 MB
  154. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/05_linear-regression-least-squares.en.srt21.26 KB
  155. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/05_linear-regression-least-squares.en.txt13.57 KB
  156. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/05_linear-regression-least-squares.mp430.08 MB
  157. 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.srt27.19 KB
  158. 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.txt16.77 KB
  159. 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.mp439.93 MB
  160. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.en.srt17.13 KB
  161. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.en.txt11.08 KB
  162. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.mp420.30 MB
  163. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/08_linear-classifiers-support-vector-machines.en.srt15.54 KB
  164. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/08_linear-classifiers-support-vector-machines.en.txt9.56 KB
  165. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/08_linear-classifiers-support-vector-machines.mp422.69 MB
  166. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/09_multi-class-classification.en.srt8.30 KB
  167. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/09_multi-class-classification.en.txt5.02 KB
  168. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/09_multi-class-classification.mp415.41 MB
  169. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/10_kernelized-support-vector-machines.en.srt25.60 KB
  170. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/10_kernelized-support-vector-machines.en.txt16.37 KB
  171. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/10_kernelized-support-vector-machines.mp439.14 MB
  172. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.en.srt13.00 KB
  173. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.en.txt8.01 KB
  174. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.mp420.00 MB
  175. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.en.srt28.36 KB
  176. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.en.txt17.90 KB
  177. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.mp437.83 MB
  178. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/13_a-few-useful-things-to-know-about-machine-learning_cacm12.pdf15.12 MB
  179. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/13_a-few-useful-things-to-know-about-machine-learning_instructions.html1.53 KB
  180. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/13_a-few-useful-things-to-know-about-ML.html.!ut1.53 KB
  181. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/14_ed-yong-genetic-test-for-autism-refuted-optional_instructions.html1.62 KB
  182. python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/15_module-2-quiz_exam.html554.29 KB
  183. python-machine-learning/02_module-2-supervised-machine-learning-part-1/02_assignment-2/01_assignment-2-submission_instructions.html1.05 KB
  184. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.en.srt30.08 KB
  185. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.en.txt19.22 KB
  186. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp446.10 MB
  187. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.en.srt15.85 KB
  188. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.en.txt9.91 KB
  189. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.mp420.75 MB
  190. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/03_classifier-decision-functions.en.srt9.04 KB
  191. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/03_classifier-decision-functions.en.txt5.69 KB
  192. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/03_classifier-decision-functions.mp412.65 MB
  193. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/04_precision-recall-and-roc-curves.en.srt7.53 KB
  194. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/04_precision-recall-and-roc-curves.en.txt4.75 KB
  195. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/04_precision-recall-and-roc-curves.mp49.23 MB
  196. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/05_multi-class-evaluation.en.srt15.21 KB
  197. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/05_multi-class-evaluation.en.txt9.50 KB
  198. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/05_multi-class-evaluation.mp419.77 MB
  199. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/06_regression-evaluation.en.srt7.83 KB
  200. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/06_regression-evaluation.en.txt5.08 KB
  201. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/06_regression-evaluation.mp417.01 MB
  202. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/07_practical-guide-to-controlled-experiments-on-the-web-optional_2007GuideControlledExperiments.pdf493.03 KB
  203. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/07_practical-guide-to-controlled-experiments-on-the-web-optional_instructions.html1.77 KB
  204. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.en.srt18.12 KB
  205. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.en.txt11.12 KB
  206. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.mp434.50 MB
  207. python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/09_module-3-quiz_exam.html202.87 KB
  208. python-machine-learning/03_module-3-evaluation/02_assignment-3/01_assignment-3-submission_instructions.html1.05 KB
  209. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/01_naive-bayes-classifiers.en.srt11.20 KB
  210. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/01_naive-bayes-classifiers.en.txt7.17 KB
  211. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/01_naive-bayes-classifiers.mp421.38 MB
  212. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.en.srt17.07 KB
  213. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.en.txt10.71 KB
  214. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.mp426.45 MB
  215. 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.srt8.44 KB
  216. 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.txt5.42 KB
  217. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/03_gradient-boosted-decision-trees.mp411.81 MB
  218. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/04_neural-networks.en.srt27.90 KB
  219. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/04_neural-networks.en.txt17.44 KB
  220. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/04_neural-networks.mp441.51 MB
  221. 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.html1.52 KB
  222. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/06_play-neural-networks-tensorflow-playground.html1.89 KB
  223. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/07_deep-learning-optional.en.srt10.34 KB
  224. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/07_deep-learning-optional.en.txt6.62 KB
  225. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/07_deep-learning-optional.mp417.46 MB
  226. 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.html1.56 KB
  227. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/09_assisting-pathologists-detecting-cancer-deep-learning.html1.29 KB
  228. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/09_assisting-pathologists-indetecting-cancer-deep-learning.html143.76 KB
  229. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/10_data-leakage.en.srt16.69 KB
  230. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/10_data-leakage.en.txt10.54 KB
  231. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/10_data-leakage.mp432.89 MB
  232. 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.html1.36 KB
  233. 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-avoidance.html1.72 KB
  234. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/12_leakage-in-dming-formulation-detection-avoid-cs670.pdf847.57 KB
  235. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/13_data-leakage-eg-icml-2013-whale-challenge.html1.57 KB
  236. 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-enginerg.html1.55 KB
  237. 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-rules_of_ml.pdf449.46 KB
  238. python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/15_module-4-quiz_exam.html1.60 MB
  239. python-machine-learning/04_module-4-supervised-machine-learning-part-2/02_assignment-4/01_assignment-4-submission_instructions.html1.05 KB
  240. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/01_introduction.en.srt6.46 KB
  241. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/01_introduction.en.txt4.15 KB
  242. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/01_introduction.mp410.67 MB
  243. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/02_dimensionality-reduction-and-manifold-learning.en.srt13.47 KB
  244. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/02_dimensionality-reduction-and-manifold-learning.en.txt8.45 KB
  245. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/02_dimensionality-reduction-and-manifold-learning.mp416.09 MB
  246. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.en.srt19.90 KB
  247. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.en.txt12.72 KB
  248. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.mp427.18 MB
  249. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/04_how-to-use-t-sne-effectively_instructions.html1.16 KB
  250. python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/05_how-machines-make-sense-of-big-data-intro2-clustering-algorthm.html1.32 KB
  251. python-machine-learning/04_module-4-supervised-machine-learning-part-2/04_conclusion/01_conclusion.en.srt3.90 KB
  252. python-machine-learning/04_module-4-supervised-machine-learning-part-2/04_conclusion/01_conclusion.en.txt2.52 KB
  253. python-machine-learning/04_module-4-supervised-machine-learning-part-2/04_conclusion/01_conclusion.mp49.89 MB
  254. python-machine-learning/04_module-4-supervised-machine-learning-part-2/04_conclusion/02_post-course-survey_instructions.html1.51 KB
  255. python-machine-learning/04_module-4-supervised-machine-learning-part-2/04_conclusion/03_keep-learning-with-michigan-online_instructions.html34.14 KB
  256. python-machine-learning/05_Resources/01_additional-resources/01__classes.html90.23 KB
  257. python-machine-learning/05_Resources/01_additional-resources/01__documentation.html599 B
  258. python-machine-learning/05_Resources/01_additional-resources/01__resources.html2.10 KB
  259. python-machine-learning/05_Resources/01_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf145.68 KB
  260. python-machine-learning/05_Resources/02_jupyter-notebook-faq/01__resources.html701.18 KB
  261. python-machine-learning/05_Resources/03_course-slides/01__01-adspy-module1-basics.pdf3.13 MB
  262. python-machine-learning/05_Resources/03_course-slides/01__02-adspy-module2-supervised1.pdf5.10 MB
  263. python-machine-learning/05_Resources/03_course-slides/01__03-adspy-module3-evaluation.pdf1.77 MB
  264. python-machine-learning/05_Resources/03_course-slides/01__04-adspy-module4-supervised2.pdf2.29 MB
  265. python-machine-learning/05_Resources/03_course-slides/01__05-adspy-unsupervised.pdf2.42 MB
  266. python-machine-learning/05_Resources/03_course-slides/01__resources.html1.83 KB
  267. python-machine-learning/05_Resources/04_code-sharing-policy/01__resources.html1.75 KB
  268. python-machine-learning/05_Resources/05_attributions-credits/01__resources.html996 B
  269. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/01_introduction.en.srt6.60 KB
  270. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/01_introduction.en.txt4.28 KB
  271. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/01_introduction.mp427.01 MB
  272. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/02_syllabus_Cairo2015_Chapter_GraphicsLiesMisleadingVisuals.pdf431.03 KB
  273. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/02_syllabus_instructions.html12.03 KB
  274. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/03_help-us-learn-more-about-you_instructions.html1.66 KB
  275. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/04_about-the-professor-christopher-brooks.en.srt2.10 KB
  276. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/04_about-the-professor-christopher-brooks.en.txt1.32 KB
  277. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/04_about-the-professor-christopher-brooks.mp412.15 MB
  278. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/05_tools-for-thinking-about-design-alberto-cairo.en.srt12.58 KB
  279. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/05_tools-for-thinking-about-design-alberto-cairo.en.txt7.94 KB
  280. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/05_tools-for-thinking-about-design-alberto-cairo.mp439.69 MB
  281. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/06_coursera-learner-assignment-submissons.html.!ut1.61 KB
  282. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/06_coursera-learners-assignmt-submis.html1.61 KB
  283. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/07_graphical-heuristics-data-ink-ratio-edward-tufte.en.srt6.97 KB
  284. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/07_graphical-heuristics-data-ink-ratio-edward-tufte.en.txt4.36 KB
  285. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/07_graphical-heuristics-data-ink-ratio-edward-tufte.mp417.60 MB
  286. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/08_dark-horse-analytics-optional_instructions.html1.30 KB
  287. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/09_graphical-heuristics-chart-junk-edward-tufte.en.srt7.64 KB
  288. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/09_graphical-heuristics-chart-junk-edward-tufte.en.txt4.86 KB
  289. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/09_graphical-heuristics-chart-junk-edward-tufte.mp428.55 MB
  290. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/10_junk-the-effects-visual-embellishment-on-comprehension.html1.56 KB
  291. 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.srt5.38 KB
  292. 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.txt3.43 KB
  293. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/11_graphical-heuristics-lie-factor-and-spark-lines-edward-tufte.mp418.22 MB
  294. 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.!ut18.22 MB
  295. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/12_the-truthful-art-alberto-cairo.en.srt12.63 KB
  296. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/12_the-truthful-art-alberto-cairo.en.txt8.09 KB
  297. python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/12_the-truthful-art-alberto-cairo.mp441.60 MB
  298. python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/01_graphics-lies-misleading-visuals_BookChapterLIES.pdf333.40 KB
  299. python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/01_graphics-lies-misleading-visuals_Cairo2015_Chapter_GraphicsLiesMisleadingVisuals.pdf431.03 KB
  300. python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/01_graphics-lies-misleading-visuals_instructions.html1.38 KB
  301. python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/02_graphics-lies-misleading-visuals_assignment1_rubric.pdf72.72 KB
  302. python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/02_graphics-lies-misleading-visuals_Cairo2015_Chapter_GraphicsLiesMisleadingVisuals.pdf431.03 KB
  303. python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/02_graphics-lies-misleading-visuals_peer_assignment_instructions.html3.17 KB
  304. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/01_introduction.en.srt2.63 KB
  305. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/01_introduction.en.txt1.64 KB
  306. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/01_introduction.mp49.36 MB
  307. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/02_matplotlib-architecture.en.srt10.22 KB
  308. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/02_matplotlib-architecture.en.txt6.57 KB
  309. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/02_matplotlib-architecture.mp434.63 MB
  310. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/03_matplotlib_instructions.html1.36 KB
  311. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/03_matplotlib_matplotlib.html42.28 KB
  312. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/04_ten-simple-rules-for-better-figures_instructions.html1.48 KB
  313. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/05_basic-plotting-with-matplotlib.en.srt11.87 KB
  314. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/05_basic-plotting-with-matplotlib.en.txt6.27 KB
  315. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/05_basic-plotting-with-matplotlib.mp427.25 MB
  316. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.en.srt11.51 KB
  317. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.en.txt7.24 KB
  318. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.mp435.45 MB
  319. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/07_line-plots.en.srt11.80 KB
  320. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/07_line-plots.en.txt7.22 KB
  321. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/07_line-plots.mp427.37 MB
  322. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.en.srt5.49 KB
  323. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.en.txt3.41 KB
  324. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.mp417.70 MB
  325. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.en.srt5.89 KB
  326. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.en.txt3.67 KB
  327. python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.mp427.34 MB
  328. python-plotting/02_module-2-basic-charting/02_assignment-2/01_plotting-weather-patterns_assignment2_rubric.pdf75.27 KB
  329. python-plotting/02_module-2-basic-charting/02_assignment-2/01_plotting-weather-patterns_peer_assignment_instructions.html1.80 KB
  330. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/01_subplots.en.srt10.54 KB
  331. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/01_subplots.en.txt6.57 KB
  332. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/01_subplots.mp430.39 MB
  333. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/02_histograms.en.srt12.15 KB
  334. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/02_histograms.en.txt7.64 KB
  335. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/02_histograms.mp430.92 MB
  336. 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.pdf116.40 KB
  337. 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.html1.19 KB
  338. 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.!ut1.19 KB
  339. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/04_box-plots.en.srt10.34 KB
  340. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/04_box-plots.en.txt6.41 KB
  341. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/04_box-plots.mp427.34 MB
  342. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/05_heatmaps.en.srt5.33 KB
  343. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/05_heatmaps.en.txt3.28 KB
  344. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/05_heatmaps.mp415.29 MB
  345. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/06_animation.en.srt7.08 KB
  346. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/06_animation.en.txt4.50 KB
  347. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/06_animation.mp416.68 MB
  348. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.en.srt7.37 KB
  349. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.en.txt4.63 KB
  350. python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.mp419.63 MB
  351. python-plotting/03_module-3-charting-fundamentals/02_assignment-3/01_assignment-reading_instructions.html1.68 KB
  352. python-plotting/03_module-3-charting-fundamentals/02_assignment-3/01_assignment-reading_p571-ferreira.pdf1.58 MB
  353. python-plotting/03_module-3-charting-fundamentals/02_assignment-3/02_building-a-custom-visualization_assignment3_rubric.pdf73.64 KB
  354. python-plotting/03_module-3-charting-fundamentals/02_assignment-3/02_building-a-custom-visualization_peer_assignment_instructions.html1.74 KB
  355. python-plotting/03_module-3-charting-fundamentals/02_assignment-3/03_understanding-error-bars_instructions.html8.72 KB
  356. python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/01_plotting-with-pandas.en.srt9.54 KB
  357. python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/01_plotting-with-pandas.en.txt6.06 KB
  358. python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/01_plotting-with-pandas.mp414.20 MB
  359. python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.en.srt11.31 KB
  360. python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.en.txt7.08 KB
  361. python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.mp418.89 MB
  362. python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/03_spurious-correlations_instructions.html1.65 KB
  363. python-plotting/04_module-4-applied-visualizations/02_project/01_becoming-an-independent-data-scientist.en.srt2.63 KB
  364. python-plotting/04_module-4-applied-visualizations/02_project/01_becoming-an-independent-data-scientist.en.txt1.68 KB
  365. python-plotting/04_module-4-applied-visualizations/02_project/01_becoming-an-independent-data-scientist.mp49.71 MB
  366. python-plotting/04_module-4-applied-visualizations/02_project/02_becoming-an-independent-data-scientist_assignment4_rubric.pdf85.64 KB
  367. python-plotting/04_module-4-applied-visualizations/02_project/02_becoming-an-independent-data-scientist_peer_assignment_instructions.html1.89 KB
  368. python-plotting/04_module-4-applied-visualizations/02_project/03_post-course-survey_instructions.html1.50 KB
  369. python-plotting/05_Resources/01_jupyter-notebook-faq/01__resources.html491.10 KB
  370. python-plotting/05_Resources/02_additional-python-resources/01__classes.html91.74 KB
  371. python-plotting/05_Resources/02_additional-python-resources/01__resources.html1.86 KB
  372. python-plotting/05_Resources/03_course-slides/01__resources.html1.73 KB
  373. python-plotting/05_Resources/03_course-slides/01__Week1Slides.pptx15.54 MB
  374. python-plotting/05_Resources/03_course-slides/01__Week1_Slides_Final.pdf4.17 MB
  375. python-plotting/05_Resources/03_course-slides/01__Week2_Basic_Charting.pptx238.71 KB
  376. python-plotting/05_Resources/03_course-slides/01__Week2_Slides_Final.pdf482.41 KB
  377. python-plotting/05_Resources/03_course-slides/01__Week3Slides.pptx359.34 KB
  378. python-plotting/05_Resources/03_course-slides/01__Week3_Slides_Final.pdf525.63 KB
  379. python-plotting/05_Resources/04_acknowledgements-credits/01__Cairo2015_Chapter_GraphicsLiesMisleadingVisuals.pdf431.03 KB
  380. python-plotting/05_Resources/04_acknowledgements-credits/01__hist.pdf116.40 KB
  381. python-plotting/05_Resources/04_acknowledgements-credits/01__matplotlib.html42.28 KB
  382. python-plotting/05_Resources/04_acknowledgements-credits/01__resources.html6.46 KB
  383. python-plotting/05_Resources/05_code-sharing-policy/01__resources.html1.75 KB
  384. python-plotting/05_Resources/06_accessible-html-slides/01__resources.html1.34 KB
  385. python-plotting/05_Resources/06_accessible-html-slides/01__Week_1_Principles_of_Information_Visualization.html84.89 KB
  386. python-plotting/05_Resources/06_accessible-html-slides/01__Week_2_Basic_Charting.html73.48 KB
  387. python-plotting/05_Resources/06_accessible-html-slides/01__Week_3_Charting_Fundamentals.html73.04 KB
  388. python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/01_syllabus_instructions.html14.96 KB
  389. 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.html1.86 KB
  390. 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.srt10.78 KB
  391. 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.txt6.92 KB
  392. 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.mp431.41 MB
  393. 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.!ut31.41 MB
  394. 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.srt14.21 KB
  395. 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.txt8.89 KB
  396. 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.mp434.23 MB
  397. 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.srt12.65 KB
  398. 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.txt8.04 KB
  399. 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.mp425.00 MB
  400. 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.srt18.59 KB
  401. 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.txt10.94 KB
  402. 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.mp440.32 MB
  403. 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.srt10.43 KB
  404. 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.txt6.67 KB
  405. 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.mp414.68 MB
  406. 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.html488.89 KB
  407. python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/02_module-1-assignment/01_assignment-1-submission_instructions.html1.07 KB
  408. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.en.srt19.38 KB
  409. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.en.txt11.69 KB
  410. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.mp428.87 MB
  411. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.en.srt26.06 KB
  412. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.en.txt15.84 KB
  413. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp440.57 MB
  414. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.en.srt14.58 KB
  415. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.en.txt8.77 KB
  416. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.mp426.04 MB
  417. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.en.srt14.94 KB
  418. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.en.txt9.30 KB
  419. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.mp435.94 MB
  420. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.en.srt7.33 KB
  421. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.en.txt4.58 KB
  422. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.mp416.44 MB
  423. python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/06_module-2-quiz_exam.html1.08 MB
  424. python-social-network-analysis/02_network-connectivity/02_module-2-assignment/01_assignment-2-submission_instructions.html1.05 KB
  425. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/01_degree-and-closeness-centrality.en.srt18.37 KB
  426. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/01_degree-and-closeness-centrality.en.txt11.47 KB
  427. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/01_degree-and-closeness-centrality.mp436.38 MB
  428. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/02_betweenness-centrality.en.srt24.61 KB
  429. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/02_betweenness-centrality.en.txt15.62 KB
  430. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/02_betweenness-centrality.mp437.20 MB
  431. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/03_basic-page-rank.en.srt14.08 KB
  432. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/03_basic-page-rank.en.txt8.82 KB
  433. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/03_basic-page-rank.mp433.72 MB
  434. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/04_scaled-page-rank.en.srt13.58 KB
  435. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/04_scaled-page-rank.en.txt8.60 KB
  436. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/04_scaled-page-rank.mp439.68 MB
  437. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/05_hubs-and-authorities.en.srt18.97 KB
  438. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/05_hubs-and-authorities.en.txt11.79 KB
  439. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/05_hubs-and-authorities.mp453.88 MB
  440. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/06_centrality-examples.en.srt13.79 KB
  441. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/06_centrality-examples.en.txt8.16 KB
  442. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/06_centrality-examples.mp434.44 MB
  443. python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/07_module-3-quiz_exam.html282.97 KB
  444. python-social-network-analysis/03_influence-measures-and-network-centralization/02_module-3-assignment/01_assignment-3-submission_instructions.html1.05 KB
  445. python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.en.srt18.44 KB
  446. python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.en.txt11.27 KB
  447. python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp465.76 MB
  448. python-social-network-analysis/04_network-evolution/01_module-4-applications/02_power-laws-and-rich-get-richer-phenomena-optional_instructions.html1.40 KB
  449. python-social-network-analysis/04_network-evolution/01_module-4-applications/02_power-laws-and-rich-get-richer-phenomena-optional_networks-book-ch18.pdf311.95 KB
  450. python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.en.srt30.04 KB
  451. python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.en.txt18.90 KB
  452. python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.mp4128.59 MB
  453. python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.en.srt27.71 KB
  454. python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.en.txt17.64 KB
  455. python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.mp492.10 MB
  456. python-social-network-analysis/04_network-evolution/01_module-4-applications/05_module-4-quiz_exam.html669.93 KB
  457. python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_instructions.html1.57 KB
  458. python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch02.pdf2.07 MB
  459. python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch20.pdf1.53 MB
  460. python-social-network-analysis/04_network-evolution/02_module-4-assignment/01_assignment-4-submission_instructions.html1.05 KB
  461. python-social-network-analysis/04_network-evolution/03_post-course-survey/01_post-course-survey_instructions.html1.70 KB
  462. python-social-network-analysis/04_network-evolution/03_post-course-survey/02_keep-learning-with-michigan-online_instructions.html34.14 KB
  463. python-social-network-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html700.60 KB
  464. python-social-network-analysis/05_Resources/02_additional-resources/01__classes.html90.23 KB
  465. python-social-network-analysis/05_Resources/02_additional-resources/01__documentation.html599 B
  466. python-social-network-analysis/05_Resources/02_additional-resources/01__resources.html2.19 KB
  467. python-social-network-analysis/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf145.68 KB
  468. python-social-network-analysis/05_Resources/03_code-sharing-policy/01__resources.html1.75 KB
  469. python-social-network-analysis/05_Resources/04_lecture-slides/01__1.1_Networks_Everywhere.pdf7.71 MB
  470. python-social-network-analysis/05_Resources/04_lecture-slides/01__1.2_Network_Definition_and_Vocabulary.pdf2.68 MB
  471. python-social-network-analysis/05_Resources/04_lecture-slides/01__1.3_Node_and_Edge_Attributes.pdf1.51 MB
  472. python-social-network-analysis/05_Resources/04_lecture-slides/01__1.4_Bipartite_Graphs.pdf2.01 MB
  473. python-social-network-analysis/05_Resources/04_lecture-slides/01__2.1_Clustering_Coefficient.pdf2.58 MB
  474. python-social-network-analysis/05_Resources/04_lecture-slides/01__2.2_Distance_Measures.pdf2.24 MB
  475. python-social-network-analysis/05_Resources/04_lecture-slides/01__2.3_Connected_Components.pdf3.40 MB
  476. python-social-network-analysis/05_Resources/04_lecture-slides/01__2.4_Network_Robustness.pdf6.66 MB
  477. python-social-network-analysis/05_Resources/04_lecture-slides/01__3.1_Degree_and_Closeness_Centrality.pdf2.18 MB
  478. python-social-network-analysis/05_Resources/04_lecture-slides/01__3.2_Betweenness_Centrality.pdf2.74 MB
  479. python-social-network-analysis/05_Resources/04_lecture-slides/01__3.3_Basic_Page_Rank.pdf6.77 MB
  480. python-social-network-analysis/05_Resources/04_lecture-slides/01__3.4_Scaled_Page_Rank.pdf3.38 MB
  481. python-social-network-analysis/05_Resources/04_lecture-slides/01__3.5_Hubs_and_Authorities.pdf14.63 MB
  482. python-social-network-analysis/05_Resources/04_lecture-slides/01__3.6_Centrality_Examples.pdf6.32 MB
  483. python-social-network-analysis/05_Resources/04_lecture-slides/01__4.1_Preferential_Attachment_Model.pdf4.37 MB
  484. python-social-network-analysis/05_Resources/04_lecture-slides/01__4.2_Small_World_Networks.pdf5.00 MB
  485. python-social-network-analysis/05_Resources/04_lecture-slides/01__4.3_Link_Prediction.pdf5.94 MB
  486. python-social-network-analysis/05_Resources/04_lecture-slides/01__resources.html2.93 KB
  487. python-social-network-analysis/05_Resources/05_attributions-credits/01__resources.html997 B
  488. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/01_introduction-to-text-mining.en.srt4.13 KB
  489. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/01_introduction-to-text-mining.en.txt2.58 KB
  490. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/01_introduction-to-text-mining.mp46.63 MB
  491. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/02_syllabus_instructions.html11.44 KB
  492. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/03_help-us-learn-more-about-you_instructions.html1.85 KB
  493. 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.srt22.64 KB
  494. 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.txt13.15 KB
  495. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/04_handling-text-in-python.mp429.61 MB
  496. 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.html1.61 KB
  497. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.en.srt20.21 KB
  498. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.en.txt12.12 KB
  499. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.mp430.00 MB
  500. 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.srt6.10 KB
  501. 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.txt3.86 KB
  502. 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.mp48.90 MB
  503. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/08_practice-quiz_quiz.html7.76 KB
  504. 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.srt13.58 KB
  505. 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.txt8.28 KB
  506. 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.mp420.47 MB
  507. 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.html1.86 KB
  508. 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.html205.62 KB
  509. python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/11_module-1-quiz_exam.html10.96 KB
  510. python-text-mining/01_module-1-working-with-text-in-python/02_assignment-1/01_assignment-1-submission_instructions.html1.06 KB
  511. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/01_basic-natural-language-processing.en.srt4.22 KB
  512. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/01_basic-natural-language-processing.en.txt2.57 KB
  513. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/01_basic-natural-language-processing.mp49.20 MB
  514. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/02_basic-nlp-tasks-with-nltk.en.srt20.92 KB
  515. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/02_basic-nlp-tasks-with-nltk.en.txt12.59 KB
  516. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/02_basic-nlp-tasks-with-nltk.mp436.41 MB
  517. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/03_advanced-nlp-tasks-with-nltk.en.srt20.07 KB
  518. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/03_advanced-nlp-tasks-with-nltk.en.txt12.45 KB
  519. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/03_advanced-nlp-tasks-with-nltk.mp429.18 MB
  520. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/04_practice-quiz_quiz.html2.17 KB
  521. python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/05_module-2-quiz_exam.html4.65 KB
  522. python-text-mining/02_module-2-basic-natural-language-processing/02_assignment-2/01_assignment-2-submission_instructions.html1.05 KB
  523. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.en.srt15.17 KB
  524. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.en.txt9.40 KB
  525. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.mp428.91 MB
  526. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.en.srt9.63 KB
  527. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.en.txt6.01 KB
  528. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.mp434.84 MB
  529. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.en.srt22.61 KB
  530. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.en.txt13.79 KB
  531. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.mp438.92 MB
  532. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.en.srt6.09 KB
  533. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.en.txt3.78 KB
  534. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.mp421.42 MB
  535. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.en.srt31.98 KB
  536. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.en.txt18.79 KB
  537. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.mp441.09 MB
  538. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.en.srt19.91 KB
  539. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.en.txt11.95 KB
  540. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.mp426.67 MB
  541. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.en.srt12.17 KB
  542. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.en.txt7.76 KB
  543. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.mp425.02 MB
  544. python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/08_module-3-quiz_exam.html6.58 KB
  545. python-text-mining/03_module-3-classification-of-text/02_assignment-3/01_assignment-3-submission_instructions.html1.06 KB
  546. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.en.srt21.29 KB
  547. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.en.txt12.85 KB
  548. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.mp429.84 MB
  549. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.en.srt10.05 KB
  550. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.en.txt6.20 KB
  551. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.mp424.23 MB
  552. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.en.srt18.22 KB
  553. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.en.txt11.52 KB
  554. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.mp443.93 MB
  555. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/04_practice-quiz_quiz.html2.37 KB
  556. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/05_information-extraction.en.srt22.46 KB
  557. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/05_information-extraction.en.txt13.99 KB
  558. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/05_information-extraction.mp441.76 MB
  559. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_blei03a.pdf408.20 KB
  560. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_instructions.html2.13 KB
  561. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_wordnet.html101.09 KB
  562. python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/07_module-4-quiz_exam.html4.89 KB
  563. python-text-mining/04_module-4-topic-modeling/02_assignment-4/01_assignment-4-submission_instructions.html1.05 KB
  564. python-text-mining/04_module-4-topic-modeling/03_post-course-survey/01_post-course-survey_instructions.html1.69 KB
  565. python-text-mining/04_module-4-topic-modeling/03_post-course-survey/02_keep-learning-with-michigan-online_instructions.html34.14 KB
  566. python-text-mining/05_Resources/01_jupyter-notebook-faq/01__resources.html700.57 KB
  567. python-text-mining/05_Resources/02_additional-resources/01__classes.html90.23 KB
  568. python-text-mining/05_Resources/02_additional-resources/01__documentation.html599 B
  569. python-text-mining/05_Resources/02_additional-resources/01__intro.html20.33 KB
  570. python-text-mining/05_Resources/02_additional-resources/01__resources.html2.33 KB
  571. python-text-mining/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf145.68 KB
  572. python-text-mining/05_Resources/03_code-sharing-policy/01__resources.html1.75 KB
  573. python-text-mining/05_Resources/04_lecture-slides/01__1.1_Introduction_to_Text_Mining.pdf1.28 MB
  574. python-text-mining/05_Resources/04_lecture-slides/01__1.2_Handling_Text_in_Python.pdf242.52 KB
  575. python-text-mining/05_Resources/04_lecture-slides/01__1.3_Regular_Expressions.pdf258.48 KB
  576. python-text-mining/05_Resources/04_lecture-slides/01__1.4_Internationalization_and_Issues_with_Non-ASCII_Characters.pdf670.40 KB
  577. python-text-mining/05_Resources/04_lecture-slides/01__2.1_Basic_Natural_Language_Processing.pdf223.26 KB
  578. python-text-mining/05_Resources/04_lecture-slides/01__2.2_Basic_NLP_Tasks_with_NLTK.pdf230.53 KB
  579. python-text-mining/05_Resources/04_lecture-slides/01__2.3_Advanced_NLP_Tasks_with_NLTK.pdf309.47 KB
  580. python-text-mining/05_Resources/04_lecture-slides/01__3.1_Text_Classification.pdf350.17 KB
  581. python-text-mining/05_Resources/04_lecture-slides/01__3.2_Identifying_Features_from_Text.pdf215.77 KB
  582. python-text-mining/05_Resources/04_lecture-slides/01__3.3_Naive_Bayes_Classifier.pdf261.51 KB
  583. python-text-mining/05_Resources/04_lecture-slides/01__3.4_Naive_Bayes_Variations.pdf210.48 KB
  584. python-text-mining/05_Resources/04_lecture-slides/01__3.5_Support_Vector_Machines.pdf592.44 KB
  585. python-text-mining/05_Resources/04_lecture-slides/01__3.6_Learning_Text_Classifiers_in_Python.pdf349.04 KB
  586. python-text-mining/05_Resources/04_lecture-slides/01__4.1_Semantic_Text_Similarity.pdf414.54 KB
  587. python-text-mining/05_Resources/04_lecture-slides/01__4.2_Topic_Modeling.pdf446.65 KB
  588. python-text-mining/05_Resources/04_lecture-slides/01__4.3_Generative_Models_and_LDA.pdf697.57 KB
  589. python-text-mining/05_Resources/04_lecture-slides/01__4.4_Information_Extraction.pdf518.47 KB
  590. python-text-mining/05_Resources/04_lecture-slides/01__resources.html3.00 KB
  591. python-text-mining/05_Resources/05_attributions-credits/01__resources.html997 B
  592. sddefault.jpg35.13 KB
Copyright © 2025 DHTMan | All Rights Reserved
ContactDMCASitemap