Dive into Deep Learning

Condition: BRAND NEW ISBN: 9781009389433 Author(s): Aston Zhang Format: Paperback Year: 2023 Publisher: Cambridge University Press Pages: 574

Description: Deep learning has revolutionized pattern recognition, introducing tools that power a wide range of technologies in such diverse AZ¬elds as computer vision, natural language processing, and automatic speech recognition. Applying deep learning requires you to simultaneously understand how to cast a problem, the basic mathematics of modeling, the algorithms for AZ¬tting your models to data, and the engineering techniques to implement it all. This book is a comprehensive resource that makes deep learning approachable, while still providing sufficient technical depth to enable engineers, scientists, and students to use deep learning in their own work. No previous background in machine learning or deep learning is requiredA?every concept is explained from scratch and the appendix provides a refresher on the mathematics needed. Runnable code is featured throughout, allowing you to develop your own intuition by putting key ideas into practice.

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