Deep Learning - (Adaptive Computation and Machine Learning) by Ian Goodfellow & Yoshua Bengio & Aaron Courville (Hardcover)

Deep Learning is a comprehensive guide to understanding and mastering the concepts of deep learning, written by three experts in the field.

This book covers a broad range of topics including mathematical and conceptual background, practical techniques used in industry, and research perspectives.

With its hierarchical structure, deep learning enables computers to learn from experience and understand complex concepts without explicit programming.

The authors provide detailed explanations of deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and more.

They also survey applications in natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames.

Whether you're a student planning a career in industry or research, or a software engineer looking to incorporate deep learning into your products or platforms, this book is an essential resource.

With its supplementary material for both readers and instructors, Deep Learning is the ultimate guide to mastering the exciting field of deep learning.