I got this book about 10 days ago and I am over half way gone already, even in the midst of my full time work. Thousands of technical professionals and students want to start leveraging its power, but previous books on deep learning have often been non-intuitive, inaccessible, and dry. This is a tougher part of the book since deep learning is a bit like rocket science, but the authors try to make it as easy as possible by using relatively simple language and explaining every chunk of code without overdoing the math part so you can quickly immerse yourself in the world of neural networks and start working on your own examples. What a great book. Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence (Addison-Wesley Data & Analytics Series) - Kindle edition by Krohn, Jon, Beyleveld, Grant, Bassens, Aglaé. I had my doubts that a book about deep learning that doesn't contain rigorous mathematical treatment would be able to explain the concepts on more than a superficial level. There was a problem loading your book clubs. E-mail after purchase. Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence (Addison-Wesley Data & Analytics Series), Choose from over 13,000 locations across the UK, Prime members get unlimited deliveries at no additional cost, Dispatch to this address when you check out. Packed with vibrant, full-color illustrations, it abstracts away much of the complexity of building deep learning models, making the field more fun to learn, and accessible to a far wider audience. Here, we will be focusing on optimizations for improving I/O for GPU … Nice code examples with very clear description of what is happening. I bought this book based on great reviews from others. Something went wrong. Part I’s high-level overview explains what Deep Learning is, why it has become so ubiquitous, and how it relates to concepts and terminology such as Artificial Intelligence, Machine Learning, Artificial Neural Networks, and Reinforcement Learning. What a great book. The style in which the explanations are delivered is next to none. I have read many books about ML and just started with ANN and Deep Learning and I think this book is the best book so far in AI/ML, Reviewed in the United Kingdom on March 2, 2020. To help readers accomplish more in less time, the authors feature several of today’s most widely-used and innovative deep learning libraries, including TensorFlow and its high-level API, Keras; PyTorch, and the recently-released high-level Coach, a TensorFlow API that abstracts away the complexity typically associated with building Deep Reinforcement Learning algorithms. I read it in a week! The book is divided into two main parts which, depending on your goal and background, can be studied exclusively. Jon holds a doctorate in neuroscience from Oxford University and has been publishing on machine learning in leading academic journals since 2010. Theory is supported with practical "run-throughs" available in accompanying Jupyter notebooks, delivering a pragmatic understanding of all major deep learning approaches and their applications: machine vision, natural language processing, image generation, and videogaming. Grant Beyleveld is a doctoral candidate at the Icahn School of Medicine at New Yorkâs Mount Sinai hospital, researching the relationship between viruses and their hosts. Deep Learning Illustrated is now available to be ordered worldwide — via, e.g., Amazon, Barnes & Noble — and copies will ship in the summer. Prime members enjoy FREE Delivery and exclusive access to music, movies, TV shows, original audio series, and Kindle books. Packed with vibrant, full-color illustrations, it abstracts away much of the complexity of building deep learning models, making … An MIT Press book Ian Goodfellow, Yoshua Bengio and Aaron Courville 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. Enter your mobile number or email address below and we'll send you a link to download the free Kindle App. In order to navigate out of this carousel please use your heading shortcut key to navigate to the next or previous heading. Deep Learning Illustrated is uniquely intuitive and offers a complete introduction to the discipline’s techniques. Packed with vibrant, full-color illustrations, it abstracts away much of the complexity of building deep learning models, making the field more fun to learn and accessible to a far wider audience. 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