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Understanding Deep Learning book cover by Simon J.D. Prince
Hardcover

Understanding Deep Learning

by Simon J.D. Prince

$62.00 / copy at 25+ copies As low as $50.00 at 1,000+Your best volume price

Hardcover · 544 pages MIT Press · 2023

Format

Hardcover
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About the book

Understanding Deep Learning

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 models
  • Short, 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 models
  • Streamlined presentation separates critical ideas from background context and extraneous detail
  • Minimal mathematical prerequisites, extensive illustrations, and practice problems make challenging material widely accessible 
  • Programming exercises offered in accompanying Python Notebooks 


The book, Understanding Deep Learning [Bulk, Wholesale, Quantity] ISBN#9780262048644 in Hardcover by Simon J.D. Prince may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
MIT Press
Author
Simon J.D. Prince
Format
Hardcover
Published
Dec 5, 2023
ISBN-13
9780262048644
ISBN-10
0262048647
Pages
544
Carton quantity
8 copies
Buying for a group

Understanding Deep Learning in bulk: pricing

Volume pricing applies automatically in your cart. No codes, no account needed.

CopiesPrice per copyYou save
25 – 99 $62.00 38% off list
100 – 249 $58.00 42% off list
250 – 499 $54.00 46% off list
500 – 999 $52.00 48% off list
1,000+ $50.00 50% off list
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