Deep learning with Python /
Chollet, François,
Deep learning with Python / François Chollet - Shelter Island, New York : Manning Publications Co., ©2018 - xxi, 361 pages : illustrations ; 24 cm.
Includes bibliographical references and index.
Part 1: Fundamentals of deep learning. What is deep learning? --
Before we begin: the mathematical building blocks of neural networks --
Getting started with neural networks --
Fundamentals of machine learning --
Part 2: Deep learning in practice. Deep learning for computer vision --
Deep learning for text and sequences --
Advanced deep-learning best practices --
Generative deep learning.
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.
9781617294433 1617294438
2018286242
QA76.73.P98 / C465 2018
005.133
Deep learning with Python / François Chollet - Shelter Island, New York : Manning Publications Co., ©2018 - xxi, 361 pages : illustrations ; 24 cm.
Includes bibliographical references and index.
Part 1: Fundamentals of deep learning. What is deep learning? --
Before we begin: the mathematical building blocks of neural networks --
Getting started with neural networks --
Fundamentals of machine learning --
Part 2: Deep learning in practice. Deep learning for computer vision --
Deep learning for text and sequences --
Advanced deep-learning best practices --
Generative deep learning.
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.
9781617294433 1617294438
2018286242
QA76.73.P98 / C465 2018
005.133