Zhang, Aston

Dive into Deep Learning

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ISBN 13:
9781009389433
author:
Zhang, Aston
format:
Paperback
publisher:
Cambridge University Press
language:
English
Publication Year:
2024
Pages:
574
Dimensions:
25 x 20.2 x 2.6 centimetres (1.3
Genre:
Computers, Server & Database, General Database,
Condition:
New
Availability:
Item usually sent within 5 working days
£25.28

Description

Deep learning has transformed pattern recognition across various fields, including computer vision, natural language processing, and automatic speech recognition. To apply deep learning, you need to understand how to cast a problem, the underlying mathematics of modeling, the algorithms for fitting models to data, and the engineering techniques to implement them. This comprehensive resource makes deep learning approachable while providing sufficient technical depth for engineers, scientists, and students to use it in their work. No prior background in machine learning or deep learning is required, as every concept is explained from scratch. The book features runnable code throughout, allowing you to develop your own intuition by putting key ideas into practice. With its focus on practical application and accessible explanations, this book is an ideal resource for those looking to learn about deep learning and its applications.

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