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Francois Chollet: Deep Learning with Python (2017, Manning Publications)

Review of 'Deep Learning with Python' on 'Goodreads'

Absolutely fantastic. I was somewhat familiar with neural networks before reading this book, but now I feel much more comfortable with them. I've set up a network for a competition on Kaggle, and I also created a bot that has learned how to play the videogame Rocket League (using recordings of screen captures and button presses). I was also so excited to see that the book also covered topics about generating new things, such as GANs.