Deep Learning Theory

Cambridge University Press

The Principles of Deep Learning Theory: An Effective Theory Approach to Understanding Neural Networks

Springer

Deep Learning: Foundations and Concepts          

World Scientific Publishing Co Pte Ltd

Elements of Deep Learning Theory                

Addison Wesley

Learning Deep Learning: Theory and Practice of Neural Networks, Computer Vision, Natural Language Processing, and Transformers Using TensorFlow

Packt Publishing

Deep Reinforcement Learning Hands-On: A practical and easy-to-follow guide to RL from Q-learning and DQNs to PPO and RLHF

Deep Learning Theory and Fundamentals            

Cambridge University Press

Dive into Deep Learning                          

Beltz

Deeper Learning in der Schule: Pädagogik des digitalen Zeitalters

Addison Wesley

Foundations of Deep Reinforcement Learning: Theory and Practice in Python (Addison-Wesley Data & Analytics)

Independently published

Deep Learning: Theory, Concepts, and Applications