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[FreeCourseLab.com] Udemy - Learning Python for Data Analysis and Visualization

文件类型 收录时间 最后活跃 资源热度 文件大小 文件数量
视频 2019-4-13 18:43 2024-6-28 18:00 132 1.91 GB 107
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FreeCourseLab com Udemy - Learning Python for Data Analysis and Visualization

文件列表
  1. 1. Intro to Course and Python/1. Course Intro.mp45.9MB
  2. 10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp417.93MB
  3. 10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp426.81MB
  4. 10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp430.63MB
  5. 10. Machine Learning/12. Support Vector Machines Part 1.mp423.54MB
  6. 10. Machine Learning/13. Support Vector Machines - Part 2.mp435.95MB
  7. 10. Machine Learning/14. Naive Bayes Part 1.mp414.05MB
  8. 10. Machine Learning/15. Naive Bayes Part 2.mp423.24MB
  9. 10. Machine Learning/16. Decision Trees and Random Forests.mp4152.94MB
  10. 10. Machine Learning/17. Natural Language Processing Part 1.mp443.88MB
  11. 10. Machine Learning/18. Natural Language Processing Part 2.mp459.74MB
  12. 10. Machine Learning/19. Natural Language Processing Part 3.mp492.56MB
  13. 10. Machine Learning/2. Linear Regression Part 1.mp424.17MB
  14. 10. Machine Learning/20. Natural Language Processing Part 4.mp467.12MB
  15. 10. Machine Learning/3. Linear Regression Part 2.mp422.46MB
  16. 10. Machine Learning/4. Linear Regression Part 3.mp427.19MB
  17. 10. Machine Learning/5. Linear Regression Part 4.mp430.87MB
  18. 10. Machine Learning/6. Logistic Regression Part 1.mp425.03MB
  19. 10. Machine Learning/7. Logistic Regression Part 2.mp420.8MB
  20. 10. Machine Learning/8. Logistic Regression Part 3.mp416.54MB
  21. 10. Machine Learning/9. Logistic Regression Part 4.mp435.26MB
  22. 11. Appendix Statistics Overview/1. Intro to Appendix B.mp42.97MB
  23. 11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp45.61MB
  24. 11. Appendix Statistics Overview/11. Bayes Theorem.mp414.47MB
  25. 11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp48.67MB
  26. 11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp49.87MB
  27. 11. Appendix Statistics Overview/4. Binomial Distribution.mp417.02MB
  28. 11. Appendix Statistics Overview/5. Poisson Distribution.mp416MB
  29. 11. Appendix Statistics Overview/6. Normal Distribution.mp48.29MB
  30. 11. Appendix Statistics Overview/7. Sampling Techniques.mp48.13MB
  31. 11. Appendix Statistics Overview/8. T-Distribution.mp46.66MB
  32. 11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp430.69MB
  33. 12. Appendix SQL and Python/1. Introduction to SQL with Python.mp416.4MB
  34. 12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp413.46MB
  35. 12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp411.72MB
  36. 13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp414.54MB
  37. 13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp417.38MB
  38. 14. Appendix Python Special Offers/1. Python Overview Part 1.mp417.4MB
  39. 14. Appendix Python Special Offers/2. Python Overview Part 2.mp411.08MB
  40. 14. Appendix Python Special Offers/3. Python Overview Part 3.mp49.82MB
  41. 2. Setup/1. Installation Setup and Overview.mp424.37MB
  42. 2. Setup/2. IDEs and Course Resources.mp430.35MB
  43. 2. Setup/3. iPythonJupyter Notebook Overview.mp439.45MB
  44. 3. Learning Numpy/2. Creating arrays.mp46.7MB
  45. 3. Learning Numpy/3. Using arrays and scalars.mp44.09MB
  46. 3. Learning Numpy/4. Indexing Arrays.mp413.27MB
  47. 3. Learning Numpy/5. Array Transposition.mp43.73MB
  48. 3. Learning Numpy/6. Universal Array Function.mp46.39MB
  49. 3. Learning Numpy/7. Array Processing.mp420.53MB
  50. 3. Learning Numpy/8. Array Input and Output.mp47.1MB
  51. 4. Intro to Pandas/1. Series.mp412.59MB
  52. 4. Intro to Pandas/10. Missing Data.mp49.93MB
  53. 4. Intro to Pandas/11. Index Hierarchy.mp412.21MB
  54. 4. Intro to Pandas/2. DataFrames.mp421.85MB
  55. 4. Intro to Pandas/3. Index objects.mp44.6MB
  56. 4. Intro to Pandas/4. Reindex.mp415.83MB
  57. 4. Intro to Pandas/5. Drop Entry.mp45.01MB
  58. 4. Intro to Pandas/6. Selecting Entries.mp49.56MB
  59. 4. Intro to Pandas/7. Data Alignment.mp49.53MB
  60. 4. Intro to Pandas/8. Rank and Sort.mp44.87MB
  61. 4. Intro to Pandas/9. Summary Statistics.mp421.95MB
  62. 5. Working with Data Part 1/1. Reading and Writing Text Files.mp410.4MB
  63. 5. Working with Data Part 1/2. JSON with Python.mp44.27MB
  64. 5. Working with Data Part 1/3. HTML with Python.mp45.72MB
  65. 5. Working with Data Part 1/4. Microsoft Excel files with Python.mp43.66MB
  66. 6. Working with Data Part 2/1. Merge.mp418.58MB
  67. 6. Working with Data Part 2/10. Rename Index.mp45.23MB
  68. 6. Working with Data Part 2/11. Binning.mp46.25MB
  69. 6. Working with Data Part 2/12. Outliers.mp47.52MB
  70. 6. Working with Data Part 2/13. Permutation.mp44.57MB
  71. 6. Working with Data Part 2/2. Merge on Index.mp412.31MB
  72. 6. Working with Data Part 2/3. Concatenate.mp49.76MB
  73. 6. Working with Data Part 2/4. Combining DataFrames.mp49.65MB
  74. 6. Working with Data Part 2/5. Reshaping.mp47.11MB
  75. 6. Working with Data Part 2/6. Pivoting.mp47.13MB
  76. 6. Working with Data Part 2/7. Duplicates in DataFrames.mp45.46MB
  77. 6. Working with Data Part 2/8. Mapping.mp43.86MB
  78. 6. Working with Data Part 2/9. Replace.mp42.71MB
  79. 7. Working with Data Part 3/1. GroupBy on DataFrames.mp417.17MB
  80. 7. Working with Data Part 3/2. GroupBy on Dict and Series.mp411.84MB
  81. 7. Working with Data Part 3/3. Aggregation.mp418.65MB
  82. 7. Working with Data Part 3/4. Splitting Applying and Combining.mp410.58MB
  83. 7. Working with Data Part 3/5. Cross Tabulation.mp44.51MB
  84. 8. Data Visualization/1. Installing Seaborn.mp42.4MB
  85. 8. Data Visualization/2. Histograms.mp49.38MB
  86. 8. Data Visualization/3. Kernel Density Estimate Plots.mp427.03MB
  87. 8. Data Visualization/4. Combining Plot Styles.mp45.72MB
  88. 8. Data Visualization/5. Box and Violin Plots.mp48.7MB
  89. 8. Data Visualization/6. Regression Plots.mp417.42MB
  90. 8. Data Visualization/7. Heatmaps and Clustered Matrices.mp418.26MB
  91. 9. Example Projects/1. Data Projects Preview.mp425.8MB
  92. 9. Example Projects/10. Data Project - Stock Market Analysis Part 3.mp416.61MB
  93. 9. Example Projects/11. Data Project - Stock Market Analysis Part 4.mp49.8MB
  94. 9. Example Projects/12. Data Project - Stock Market Analysis Part 5.mp436.83MB
  95. 9. Example Projects/13. Data Project - Intro to Election Analysis.mp414.91MB
  96. 9. Example Projects/14. Data Project - Election Analysis Part 1.mp419.41MB
  97. 9. Example Projects/15. Data Project - Election Analysis Part 2.mp424.9MB
  98. 9. Example Projects/16. Data Project - Election Analysis Part 3.mp417.12MB
  99. 9. Example Projects/17. Data Project - Election Analysis Part 4.mp482.1MB
  100. 9. Example Projects/2. Intro to Data Projects.mp46.66MB
  101. 9. Example Projects/3. Titanic Project - Part 1.mp418.82MB
  102. 9. Example Projects/4. Titanic Project - Part 2.mp417.52MB
  103. 9. Example Projects/5. Titanic Project - Part 3.mp416.2MB
  104. 9. Example Projects/6. Titanic Project - Part 4.mp42.46MB
  105. 9. Example Projects/7. Intro to Data Project - Stock Market Analysis.mp410.37MB
  106. 9. Example Projects/8. Data Project - Stock Market Analysis Part 1.mp413.64MB
  107. 9. Example Projects/9. Data Project - Stock Market Analysis Part 2.mp423.43MB
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