themlbook.com
the hundred-page machine learning book by andriy burkov
all you need to know about machine learning in a hundred pages. supervised and unsupervised learning, support vector machines, neural networks, ensemble methods, gradient descent, cluster analysis and dimensionality reduction, autoencoders and transfer learning, feature engineering and hyperparameter tuning! math, intuition, illustrations, all in just a hundred pages!
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