1. Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville (Book-2016)
This is your book helps you learn everything from scratch. It covers the basics and talks about important resources to start your deep learning journey. It does not matter if you are clueless about deep learning. Experts have even termed this book as The Bible of Deep Learning. This is because it covers significant points and does not make one feel overwhelmed by the terms. Mathematical aspects like statistics, algebra, and probability are all also covered in this book. This book also ventures into the practical application aspect of DL. Natural Language Processing (NLP), Computer Vision, Speech recognition, recommendation systems, bioinformatics are examples. It is available online in HTML version as well as on Kindle and hardcover.
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