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[CourseClub.Me] Coursera - Data Analysis with Python

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 2023-10-8 19:04 2024-12-23 00:05 128 155.8 MB 28
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[CourseClub.Me] Coursera - Data Analysis with Python的二维码
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文件列表
  1. 01_importing-datasets/01_importing-datasets/01_the-problem.mp43.08MB
  2. 01_importing-datasets/01_importing-datasets/02_understanding-the-data.mp44.76MB
  3. 01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.mp43.53MB
  4. 01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.mp46.71MB
  5. 01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.mp46.36MB
  6. 01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.mp45.53MB
  7. 02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.mp43.35MB
  8. 02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.mp48.58MB
  9. 02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.mp45.04MB
  10. 02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.mp45.13MB
  11. 02_data-wrangling/01_data-wrangling/05_binning-in-python.mp42.68MB
  12. 02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.mp43MB
  13. 03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.mp41.93MB
  14. 03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.mp46.69MB
  15. 03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.mp44.74MB
  16. 03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.mp43.74MB
  17. 03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.mp43.91MB
  18. 03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.mp47.53MB
  19. 04_model-development/01_model-development/01_model-development.mp42.83MB
  20. 04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.mp49.37MB
  21. 04_model-development/01_model-development/03_model-evaluation-using-visualization.mp46.76MB
  22. 04_model-development/01_model-development/04_polynomial-regression-and-pipelines.mp46.5MB
  23. 04_model-development/01_model-development/05_measures-for-in-sample-evaluation.mp45.41MB
  24. 04_model-development/01_model-development/06_prediction-and-decision-making.mp48.73MB
  25. 05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.mp410.76MB
  26. 05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.mp45.92MB
  27. 05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.mp46.01MB
  28. 05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.mp47.21MB
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