Data Mining With Python and R
  • 1. Preface
  • 2. Python or R for data analysis?
  • 3. Getting Started
  • 4. Data Exploration
  • 5. Data Manipulation
  • 6. Pre-processing procedures
  • 7. Summary of Data Mining Algorithms
  • 8. Dimension Reduction Algorithms
  • 9. Regression Algorithm
  • 10. Classification ALgorithms
  • 11. Regularization ALgorithms
  • 12. Resampling Algorithms
  • 13. Developing Your Own R Packages
  • 14. Developing Your Own Python Packages
Data Mining With Python and R
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© Copyright 2016, Wenqiang Feng, Ming Chen and Weiyu Wang Last updated on May 02, 2019.