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Udemy - Introduction to Data Science

  • 收录时间:2018-02-25 14:42:33
  • 文件大小:2GB
  • 下载次数:280
  • 最近下载:2021-01-19 03:57:03
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文件列表

  1. 02 Modeling and Machine Learning/005 Linear Regression background.mp4 159MB
  2. 02 Modeling and Machine Learning/012 Support Vector Machines.mp4 143MB
  3. 02 Modeling and Machine Learning/006 Linear Regression practice.mp4 143MB
  4. 03 Data/004 The Shape of Data.mp4 142MB
  5. 02 Modeling and Machine Learning/015 Evaluating Models.mp4 141MB
  6. 03 Data/005 Dealing with Categorical Variables.mp4 139MB
  7. 02 Modeling and Machine Learning/008 Logistic Regression practice.mp4 117MB
  8. 02 Modeling and Machine Learning/002 Validating Models.mp4 113MB
  9. 03 Data/006 Useful Data Transformations.mp4 110MB
  10. 03 Data/002 Visualizing Data.mp4 109MB
  11. 04 Moving On/002 Further Topics.mp4 109MB
  12. 03 Data/003 Missing Values.mp4 100MB
  13. 02 Modeling and Machine Learning/004 Naive Bayes practice.mp4 98MB
  14. 01 Course Overview/003 Starting with R and data.mp4 93MB
  15. 03 Data/001 Loading Data in R.mp4 87MB
  16. 02 Modeling and Machine Learning/003 Naive Bayes background.mp4 78MB
  17. 02 Modeling and Machine Learning/010 Random Forest practice.mp4 77MB
  18. 02 Modeling and Machine Learning/013 Gradient Boosting.mp4 71MB
  19. 02 Modeling and Machine Learning/014 Regularization for Linear and Logistic Regression.mp4 67MB
  20. 02 Modeling and Machine Learning/007 Logistic Regression background.mp4 62MB
  21. 02 Modeling and Machine Learning/011 Generalized Additive Models.mp4 58MB
  22. 02 Modeling and Machine Learning/009 Decision Trees and Random Forest background.mp4 56MB
  23. 01 Course Overview/002 Walk-through of a data science project.mp4 47MB
  24. 02 Modeling and Machine Learning/001 Mapping Business to Machine Learning Tasks.mp4 45MB
  25. 04 Moving On/001 Recommended Books.mp4 43MB
  26. 01 Course Overview/001 Course Introduction.mp4 28MB
  27. 04 Moving On/003 Next Steps.mp4 16MB
  28. 02 Modeling and Machine Learning/salaryData.rds 12KB
  29. 02 Modeling and Machine Learning/Examples.R 3KB
  30. 02 Modeling and Machine Learning/TestTrainSplit.Rmd 2KB
  31. 01 Course Overview/Sec1_Lesson1_Walkthru.Rmd 2KB
  32. 01 Course Overview/homedata_lesson1_dirty.rds 1KB
  33. 01 Course Overview/homedata_lesson1_clean.rds 1KB
  34. 02 Modeling and Machine Learning/TestTrainExample.Rproj 257B