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Artificial Intelligence Engines: A Tutorial Introduction To The Mathematics...
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eBay item number:185435877758
Item specifics
- Condition
- Book Title
- Artificial Intelligence Engines: A Tutorial Introduction To ...
- ISBN
- 9780956372819
- Subject Area
- Computers
- Publication Name
- Artificial Intelligence Engines : a Tutorial Introduction to the Mathematics of Deep Learning
- Item Length
- 9 in
- Publisher
- Sebtel Press
- Subject
- Computer Science, Neural Networks
- Publication Year
- 2019
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Item Height
- 0.5 in
- Item Width
- 6 in
- Item Weight
- 10.6 Oz
- Number of Pages
- 218 Pages
About this product
Product Information
The brain has always had a fundamental advantage over conventional computers: it can learn. However, a new generation of artificial intelligence algorithms, in the form of deep neural networks, is rapidly eliminating that advantage. Deep neural networks rely on adaptive algorithms to master a wide variety of tasks, including cancer diagnosis, object recognition, speech recognition, robotic control, chess, poker, backgammon and Go, at super-human levels of performance. In this richly illustrated book, key neural network learning algorithms are explained informally first, followed by detailed mathematical analyses. Topics include both historically important neural networks (e.g. perceptrons), and modern deep neural networks (e.g. generative adversarial networks). Online computer programs, collated from open source repositories, give hands-on experience of neural networks, and PowerPoint slides provide support for teaching. Written in an informal style, with a comprehensive glossary, tutorial appendices (e.g. Bayes' theorem), and a list of further readings, this is an ideal introduction to the algorithmic engines of modern artificial intelligence.
Product Identifiers
Publisher
Sebtel Press
ISBN-10
0956372813
ISBN-13
9780956372819
eBay Product ID (ePID)
6038861892
Product Key Features
Publication Name
Artificial Intelligence Engines : a Tutorial Introduction to the Mathematics of Deep Learning
Format
Trade Paperback
Language
English
Subject
Computer Science, Neural Networks
Publication Year
2019
Type
Textbook
Subject Area
Computers
Number of Pages
218 Pages
Dimensions
Item Length
9 in
Item Height
0.5 in
Item Width
6 in
Item Weight
10.6 Oz
Additional Product Features
Reviews
"Artificial Intelligence Engines will introduce you to the rapidly growing field of deep learning networks: how to build them, how to use them; and how to think about them. James Stone will guide you from the basics to the outer reaches of a technology that is changing the world." Professor Terrence Sejnowski, Director of the Computational Neurobiology Laboratory, Salk Institute, USA. Author of The Deep Learning Revolution, MIT Press, 2018. "This book manages the impossible: it is a fun read, intuitive and engaging, lighthearted and delightful, and cuts right through the hype and turgid terminology. Unlike many texts, this is not a shallow cookbook for some particular deep learning program-du-jure. Instead, it crisply and painlessly imparts the principles, intuitions and background needed to understand existing machine-learning systems, learn new tools, and invent novel architectures, with ease." Professor Barak Pearlmutter, Brain and Computation Laboratory, National University of Ireland Maynooth, Ireland. "This text provides an engaging introduction to the mathematics underlying neural networks. It is meant to be read from start to finish, as it carefully builds up, chapter by chapter, the essentials of neural network theory. After first describing classic linear networks and nonlinear multilayer perceptrons, Stone gradually introduces a comprehensive range of cutting edge technologies in use today. Written in an accessible and insightful manner, this book is a pleasure to read, and I will certainly be recommending it to my students." Dr Stephen Eglen, Department of Applied Mathematics and Theoretical Physics (DAMTP), Cambridge Computational Biology Institute (CCBI), Cambridge University, UK.
Target Audience
Trade
Illustrated
Yes
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:185435877758
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| Shipping and handling | Each additional item | To | Service | Delivery*See Delivery notes |
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Lovely, quirky Edward Gorey coloring book exactly as described in the listing. Fast shipping and packed well with care to survive its potentially perilous postal journey without damage. Smooth transaction and great communication from this highly recommended seller. A+eBay experience!
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