Chollet, François creator text bibliography nyu Shelter Island, New York Manning Publications Co. ©2018 2018 monographic eng

print

xxi, 361 pages : illustrations ; 24 cm. 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. 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. François Chollet Includes bibliographical references and index. ARC Python (Computer program language) Machine learning Computer science Neural networks (Computer science) Machine learning Neural networks (Computer science) Python (Computer program language) QA76.73.P98 C465 2018 005.133 9781617294433 1617294438 2018286242 Ayesha Abed Library BTCTA 180913 20211108131158.0 33765 eng