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Neural Networks for Pattern Recognition, 1995. If you’re interested in starting out or expanding your knowledge in neural networks and deep learning, then this roundup review of the best deep learning books might be a good starting point.At the end of the article, we’ll cover some additional resources that cover machine learning and some other aspects of AI which are available free of charge. The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. 2. The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. It doesn’t give you code, assuming you’re able to code everything yourself at this stage, but it gives you explanations of why certain layers work better, how to optimize hyperparameters, what network architectures to use, etc. Deep Learning Front cover of "Deep Learning" Authors: Ian Goodfellow, Yoshua Bengio, Aaron Courville. Deep learning is one of the only methods by which we can overcome the challenges of feature extraction. This is a must have. The list of the best learning and educational subreddits. You need a physical copy of this book. For years, Reddit was one of my main sources for different life hacks and articles on the subjects I’m interested in.Today, I don’t use it regularly anymore. Deep Learning with Python was written by a creator of Keras, one of the most popular machine learning libraries in Python. New year, new books! Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. Books. Deep Learning is a must-read if you’re serious about deep learning. This book is widely considered to the "Bible" of Deep Learning. Deep Learning Tutorial An absolute must read in deep learning. It gives an up-to-date account of deep learning. Category: Deep Learning. Grokking Deep learning is the right book to understand the science behind neural deep learning networks inspired by human brains. The online version of the book is now complete and will remain available online for free. Where you can get it: Buy on Amazon or read here for free. Deep Learning By Ian Goodfellow, Yoshua Bengio and Aaron Courville. Yoshua Bengio and Ian Goodfellow's book is a great resource: Deep Learning Most of the literature on deep learning isn't in books, it's in academic papers and various places online. 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