Items related to Deep Learning (Adaptive Computation and Machine Learning...
Synopsis
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.
“Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.”
—Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX
Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.
The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.
Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
"synopsis" may belong to another edition of this title.
About the Author
Ian Goodfellow is a Research Scientist at Google.
Yoshua Bengio is Professor of Computer Science at the Université de Montréal.
Aaron Courville is Assistant Professor of Computer Science at the Université de Montréal.
"About this title" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for Deep Learning (Adaptive Computation and Machine Learning...
Stock Image
Deep Learning (Adaptive Computation and Machine Learning series)
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_439155470
Quantity: 1 available
Stock Image
Penguin Random House Deep Lear
Seller: SecondSale, Montgomery, IL, U.S.A.
Seller rating 4 out of 5 stars
Condition: Very Good. Item in very good condition! Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00086357457
Quantity: 16 available
Stock Image
Deep Learning (Adaptive Computation and Machine Learning series)
Seller: Goodwill Books, Hillsboro, OR, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. Signs of wear and consistent use. Seller Inventory # 3IISI0000UDL_ns
Quantity: 1 available
Stock Image
Deep Learning (Adaptive Computation and Machine Learning series)
Seller: HPB Inc., Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. Connecting readers with great books since 1972! Used books may not include companion materials, and may have some shelf wear or limited writing. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_445778077
Quantity: 1 available
Seller Image
DEEP LEARNING
Seller: The Avocado Pit, Staunton, VA, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Good+. Fifth Printing. 8vo 8" - 9" tall; 800 pages. Seller Inventory # 81252
Quantity: 1 available
Stock Image
Deep Learning
Seller: TextbookRush, Grandview Heights, OH, U.S.A.
Seller rating 4 out of 5 stars
Condition: Like New. Ships SAME or NEXT business day. We Ship to APO/FPO addr. Choose EXPEDITED shipping and receive in 2-5 business days within the United States. See our member profile for customer support contact info. We have an easy return policy. Seller Inventory # 52689650
Quantity: 1 available
Seller Image
Deep Learning
Published by
The MIT Press, Cambridge, MA, 2016
ISBN 10: 0262035618
ISBN 13: 9780262035613
Used
Hardcover
Seller: Twice Sold Tales, Capitol Hill, Seattle, WA, U.S.A.
Seller rating 5 out of 5 stars
Hardcover, 775 pages. Condition: Good +. Tenth Printing. Tenth Printing. Minor handing to boards. Bumped corners and to top and bottom of outer spine. Small tear on front board bottom right corner. Light age wear to text block. Text seems free of writing and highlighting. Seller Inventory # 7765
Quantity: 1 available
Stock Image
Deep Learning (Adaptive Computation and Machine Learning series)
Seller: Textbooks_Source, Columbia, MO, U.S.A.
Seller rating 5 out of 5 stars
hardcover. Condition: New. Ships same day or next business day! UPS shipping available (Priority Mail for AK/HI/APO/PO Boxes). Seller Inventory # 001980396N
Quantity: 6 available
Stock Image
Penguin Random House Deep Learning (Adaptive Computation and Machine Learning series)
Seller: Brit Books, Milton Keynes, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Used; Very Good. ***Simply Brit*** Welcome to our online used book store, where affordability meets great quality. Dive into a world of captivating reads without breaking the bank. We take pride in offering a wide selection of used books, from classics to hidden gems, ensuring there is something for every literary palate. All orders are shipped within 24 hours and our lightning fast-delivery within 48 hours coupled with our prompt customer service ensures a smooth journey from ordering to delivery. Discover the joy of reading with us, your trusted source for affordable books that do not compromise on quality. Seller Inventory # 4238906
Quantity: 1 available
Stock Image
Penguin Random House Deep Learning (Adaptive Computation and Machine Learning series)
Seller: Brit Books, Milton Keynes, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Used; Very Good. ***Simply Brit*** Welcome to our online used book store, where affordability meets great quality. Dive into a world of captivating reads without breaking the bank. We take pride in offering a wide selection of used books, from classics to hidden gems, ensuring there is something for every literary palate. All orders are shipped within 24 hours and our lightning fast-delivery within 48 hours coupled with our prompt customer service ensures a smooth journey from ordering to delivery. Discover the joy of reading with us, your trusted source for affordable books that do not compromise on quality. Seller Inventory # 4219142
Quantity: 1 available