5 Free Exhaustive & Comprehensive Resources To Learn Deep Learning

The standalone book for someone who does not have a single clue about deep learning jargon. This book is often quoted as'The Bible of Deep Learning' by experts. Even Elon Musk himself said this is the only comprehensive book available on the subject, as it offers an interesting pedagogic view of mathematical topics such as linear algebra, probability theory information theory, numerical computation, and the basics of machine learning. It provides a broader understanding of deep learning techniques used by data science and business intelligence professionals, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology. Practical applications such as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics and videogames are also explored.