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LinkedIn - Python Statistics Essential Training 2023-8

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 2024-12-21 09:23 2024-12-30 02:42 20 392.21 MB 31
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文件列表
  1. 02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.mp441.69MB
  2. 01 - Introduction/01 - Being a Python statistics MVP.mp43.4MB
  3. 01 - Introduction/02 - What you should know.mp4998.65KB
  4. 01 - Introduction/03 - Using GitHub Codespaces with this course.mp47.82MB
  5. 02 - 1. Loading and Cleaning Data/01 - Loading data.mp413.31MB
  6. 02 - 1. Loading and Cleaning Data/02 - Strings and categories.mp435.71MB
  7. 02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.mp414.6MB
  8. 02 - 1. Loading and Cleaning Data/05 - Challenge Clean Ames.mp43.22MB
  9. 02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.mp415.03MB
  10. 03 - 2. Exploring and Visualizing/01 - Categorical exploration.mp47.7MB
  11. 03 - 2. Exploring and Visualizing/02 - Histograms and distributions.mp48.05MB
  12. 03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.mp419.34MB
  13. 03 - 2. Exploring and Visualizing/04 - Correlations.mp425.99MB
  14. 03 - 2. Exploring and Visualizing/05 - Scatter plots.mp415.49MB
  15. 03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.mp425.65MB
  16. 03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.mp413.56MB
  17. 03 - 2. Exploring and Visualizing/08 - Challenge Explore Ames.mp4802.08KB
  18. 03 - 2. Exploring and Visualizing/09 - Solution Explore Ames.mp46.84MB
  19. 04 - 3. Linear Regressions/01 - Linear regression.mp416.74MB
  20. 04 - 3. Linear Regressions/02 - Interpreting linear regression models.mp410.22MB
  21. 04 - 3. Linear Regressions/03 - Standardizing values.mp418.96MB
  22. 04 - 3. Linear Regressions/04 - Regression with XGBoost.mp419.92MB
  23. 04 - 3. Linear Regressions/05 - Challenge Predict Ames.mp41.22MB
  24. 04 - 3. Linear Regressions/06 - Solution Predict Ames.mp48.8MB
  25. 05 - 4. Hypothesis Tests/01 - Exploring data.mp46.59MB
  26. 05 - 4. Hypothesis Tests/02 - Visualizing distributions.mp412.61MB
  27. 05 - 4. Hypothesis Tests/03 - Running statistical tests.mp412.74MB
  28. 05 - 4. Hypothesis Tests/04 - Testing for normality.mp49.66MB
  29. 05 - 4. Hypothesis Tests/05 - Challenge Checking square footage distributions.mp4646.88KB
  30. 05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.mp49.25MB
  31. 06 - Conclusion/01 - Next steps.mp45.71MB
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