The Little Book of Deep Learning, François Fleuret, University of Geneva Arguably one of the most concise deep learning books on the web. Covers a range of topics from fundamentals, efficient computation, training deep models, architectures, applications, and generative tasks.
The Little Book of Deep Learning: A Concise Guide to Deep Learning Fundamentals
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