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Deep Learning: A Practical Introduction

Language EnglishEnglish
Book Hardback
Book Deep Learning: A Practical Introduction Manel Martinez-Ramon
Libristo code: 37029607
Publishers John Wiley and Sons Ltd, October 2023
An engaging and accessible introduction to deep learning perfect for students and professionals In D... Full description
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An engaging and accessible introduction to deep learning perfect for students and professionals In Deep Learning: A Practical Introduction, a team of distinguished researchers delivers a book complete with coverage of the theoretical and practical elements of deep learning. The book includes extensive examples, end-of-chapter exercises, homework, exam material, and a GitHub repository containing code and data for all provided examples. Combining contemporary deep learning theory with state-of-the-art tools, the chapters are structured to maximize accessibility for both beginning and intermediate students. The authors have included coverage of TensorFlow, Keras, and Pytorch. Readers will also find: Thorough introductions to deep learning and deep learning toolsComprehensive explorations of convolutional neural networks, including discussions of their elements, operation, training, and architecturesPractical discussions of recurrent neural networks and non-supervised approaches to deep learningFulsome treatments of generative adversarial networks as well as deep Bayesian neural networks Perfect for undergraduate and graduate students studying computer vision, computer science, artificial intelligence, and neural networks, Deep Learning: A Practical Introduction will also benefit practitioners and researchers in the fields of deep learning and machine learning in general.

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About the book

Full name Deep Learning: A Practical Introduction
Language English
Binding Book - Hardback
Date of issue 2023
Number of pages 300
EAN 9781119861867
ISBN 1119861861
Libristo code 37029607
Weight 872
Dimensions 170 x 244
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