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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
repository
open issue
Index