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Yoshua Bengio - Deep Learning - New Hardback - 61 - H245z

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Last updated on 03 Jun, 2025 09:06:36 BSTView all revisionsView all revisions

Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
Fiction/Non-Fiction
Non-Fiction
Genre/Subject
Computers
Brand
Adaptive Computation and Machine Learning series
Weight
1.33
Style
NA
Title
Deep Learning
Release Title
Deep Learning
Record Grading
New
Sleeve Grading
New
Platform
NA
Size
NA
Film/TV Title
Deep Learning
Colour
NA
Material
NA
Department
NA
Item Length
187
Main Stone
NA
Metal Purity
NA
Metal
NA
Connectivity
NA
Model
NA
ISBN
9780262035613
Publication Year
2016
Series
Adaptive Computation and Machine Learning Series
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Deep Learning
Item Height
229 mm
Author
Aaron Courville, Ian Goodfellow, Yoshua Bengio
Publisher
MIT Press LTD
Subject
Computer Science
Item Width
178 mm
Number of Pages
800 Pages

About this product

Product Information

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 SpaceXDeep 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.

Product Identifiers

Publisher
MIT Press LTD
ISBN-13
9780262035613
eBay Product ID (ePID)
230033967

Product Key Features

Number of Pages
800 Pages
Publication Name
Deep Learning
Language
English
Subject
Computer Science
Publication Year
2016
Type
Textbook
Author
Aaron Courville, Ian Goodfellow, Yoshua Bengio
Series
Adaptive Computation and Machine Learning Series
Format
Hardcover

Dimensions

Item Height
229 mm
Item Width
178 mm

Additional Product Features

Country/Region of Manufacture
United States
Title_Author
Aaron Courville, Ian Goodfellow, Yoshua Bengio

Item description from the seller

Seller business information

I certify that all my selling activities will comply with all EU laws and regulations.
VAT number: GB 343612519
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    Item arrived on release day, packed safely and new as advertised, good price and seller communication was good, very happy to recommend seller!
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5.0
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  • perfect quality

    Amazing book and quality. Well packaged, every page is clear and compact! Highly recommend!!

    Verified purchase: YesCondition: NewSold by: adman81