An MIT Press book
The Deep Learning Book, available at deeplearningbook.org, is a comprehensive resource authored by Ian Goodfellow, Yoshua Bengio, and Aaron Courville. These renowned experts in the field of artificial intelligence and machine learning have collaborated to create an authoritative text that serves as both an introduction and a reference for deep learning concepts and techniques.
Deep Learning is a subfield of machine learning that focuses on artificial neural networks with multiple layers. This tutorial covers the fundamental concepts, algorithms, and applications of deep learning, including neural network architectures, training methodologies, and advanced topics such as convolutional networks, recurrent networks, and generative models. It provides a solid foundation for understanding and implementing deep learning solutions across various domains.