Understanding Deep Learning

Description: Understanding Deep Learning [Hardcover] Prince, Simon J.D. Product Overview An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice. Deep learning is a fast-moving field with sweeping relevance in today’s increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent advances and cutting-edge concepts. Many deep learning texts are crowded with technical details that obscure fundamentals, but Simon Prince ruthlessly curates only the most important ideas to provide a high density of critical information in an intuitive and digestible form. From machine learning basics to advanced models, each concept is presented in lay terms and then detailed precisely in mathematical form and illustrated visually. The result is a lucid, self-contained textbook suitable for anyone with a basic background in applied mathematics. Up-to-date treatment of deep learning covers cutting-edge topics not found in existing texts, such as transformers and diffusion modelsShort, focused chapters progress in complexity, easing students into difficult concepts Pragmatic approach straddling theory and practice gives readers the level of detail required to implement naive versions of modelsStreamlined presentation separates critical ideas from background context and extraneous detailMinimal mathematical prerequisites, extensive illustrations, and practice problems make challenging material widely accessible Programming exercises offered in accompanying Python Notebooks Read more Details Publisher ‏ : ‎ The MIT Press (December 5, 2023) Language ‏ : ‎ English Hardcover ‏ : ‎ 544 pages ISBN-10 ‏ : ‎ 0262048647 ISBN-13 ‏ : ‎ 44 Item Weight ‏ : ‎ 2.95 pounds Dimensions ‏ : ‎ 8.25 x 1.44 x 9.31 inches Best Sellers Rank: #43,105 in Books (See Top 100 in Books) #19 in Computer Neural Networks #92 in Internet & Social Media #134 in Artificial Intelligence & Semantics #19 in Computer Neural Networks Quality Products Have peace of mind knowing that your order will arrive original factory sealed packaging. That means that you'll have the full force of the manufacturer's warranty to protect your purchase. Fast Shipping You're already purchasing the item. Why pay a lot for your shipping? We get your order shipped out and delivered to your doorstep as quickly as possible. Commitment We are committed to making sure that you leave this transaction satisfied. That means having access to real people that get your questions and concerns answered quickly. Give us a shot and we will make sure that you will look to us again!

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End Time: 2025-01-31T00:17:02.000Z

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