An MIT Press book
The Deep Learning textbook is a comprehensive resource for students, researchers, and practitioners in the field of artificial intelligence and machine learning. This authoritative text is written by leading experts in the field and provides a thorough exploration of deep learning concepts, techniques, and applications.
Deep learning is a subset of machine learning that focuses on artificial neural networks with multiple layers. This textbook covers a wide range of topics within deep learning, including neural network architectures, optimization algorithms, convolutional networks, recurrent networks, and generative models. It also delves into practical applications of deep learning in areas such as computer vision, natural language processing, and reinforcement learning.