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Open TextbooksAdvancedDive into Deep Learning
The interactive deep learning textbook — every model runnable, every figure generated by code you can change.
120h read167 ch
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Open TextbooksIntermediateMathematics for Machine Learning
The mathematical launchpad between undergraduate math and machine learning — linear algebra, calculus, probability, and optimization in one book.
40h read20 ch
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Open TextbooksIntermediateOperating Systems: Three Easy Pieces
The operating systems book the internet learned from — virtualization, concurrency, and persistence, one short chapter at a time.
33h read66 ch
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Open TextbooksIntroductoryThink Python, 3rd Edition
Python as a way of thinking — the friendliest serious introduction to programming, now in its third edition.
25h read20 ch
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Open TextbooksIntermediatePython Data Science Handbook
The field guide to the scientific Python stack — IPython, NumPy, pandas, Matplotlib, and scikit-learn from one of its core developers.
20h read60 ch