Python Programming

Department of Computing | Imperial College London

book

Introduction to Scikit-learn

  • Chapter 1: Introduction
  • Chapter 2: Classification pipeline
  • Chapter 3: Understanding your data
  • Chapter 4: Understanding your features
    • [4.1] Understanding your features
    • [4.2] Understanding your feature type
    • [4.3] Obtaining some statistics
    • [4.4] Obtaining some statistics per category
    • [4.5] Examining your features
    • [4.6] Plotting histograms
  • Chapter 5: Preprocessing your features
  • Chapter 6: Classification
  • Chapter 7: Evaluation
  • Chapter 8: Cross-validation
  • Chapter 9: Summary

Chapter 4

Understanding your features

Young People Cooking GIF By CBC

Rough estimated time needed
20-30 mins

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Department of Computing | Imperial College London