Machine Learning
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Automated Machine Learning
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Probabilistic Machine Learning: An Introduction
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Probabilistic Machine Learning: Advanced Topics
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Pattern Recognition and Machine Learning
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The Elements of Statistical Learning
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Deep Learning
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Deep Learning with PyTorch
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Reinforcement Learning: An Introduction
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The fastai book
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Interpretable Machine Learning
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Deep Learning - Foundations and Concepts
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Bayesian Optimization
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Understanding Deep Learning
