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Machine Learning Katas
  • Machine Learning Handbook

Handling data

  • NumPy
  • pandas

Training models

  • Tabular data
    • Breast cancer
    • Boston housing prices
    • Heart disease
    • Diabetes
    • Titanic
  • Images
    • Fashion-MNIST
    • CIFAR10
    • Dogs vs. cats (Keras)
    • Dogs vs. cats (PyTorch)
  • Text
    • Reuters news
  • Time series
    • Jena weather
    • Household power consumption

Coding algorithms

  • Q-Learning: Cliffworld

Appendix

  • Acknowledgments
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Tabular data

Tabular dataΒΆ

  • Breast cancer
  • Boston housing prices
  • Heart disease
  • Diabetes
  • Titanic

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By Baptiste Pesquet
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