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robertsdionne t1_j6ercye wrote

https://www.deeplearningbook.org/ "The online version of the book is now complete and will remain available online for free."

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Kuchenkiller t1_j6f3r1n wrote

This is actually the best answer here. Diving straight into DL will pretty quickly demotivate and make it seem like an impossibility shortly after switching from an online toy example to something real world. I can confirm, this is a great book that also includes the necessary basics. Since it was published it has a well deserved space on my office table.

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florisjuh t1_j6h1ffh wrote

Probably good to accompany it with a more practical book (or courses) though, such as Sebastian Raschka's Machine Learning with PyTorch and scikit-learn or Francois Chollet's Deep Learning with Python (Keras/Tensorflow). Also I found Dive into Deep Learning https://d2l.ai to be a pretty nice resource to learn about more SOTA deep learning models and techniques.

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