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

Deep Learning in Science

Cambridge University Press

Understanding Deep Learning

MIT Press

The Science of Deep Learning

Cambridge University Press

Mathematical Analysis of Machine Learning Algorithms

Cambridge University Press

Mathematical Aspects of Deep Learning

Cambridge University Press

Neural Networks and Deep Learning: A Textbook

Springer

Neural Networks and Deep Learning: A Textbook

Springer

Deep Learning: A Practical Introduction

Wiley

Understanding Machine Learning: From Theory to Algorithms

Cambridge University Press

Neural Networks and Deep Learning: A Textbook

Springer

Deep Learning: Foundations and Concepts

Springer

Principles and Labs for Deep Learning

Academic Press

Foundations of Deep Learning (Machine Learning: Foundations, Methodologies, and Applications)

Springer

Deep Learning Models: A Practical Approach for Hands-On Professionals (Transactions on Computer Systems and Networks)

Deep Learning Through the Prism of Tensors: 162 (Studies in Big Data, 162)

Deep Learning: A Visual Approach

No Starch Press

Artificial Intelligence Engines: A Tutorial Introduction to the Mathematics of Deep Learning

Sebtel Press

Deep Learning and Computational Physics

Mathematical Foundations of Deep Learning Models and Algorithms (Graduate Studies in Mathematics)

American Mathematical Society

An Intuitive Exploration of Artificial Intelligence: Theory and Applications of Deep Learning

Springer

Deep Generative Modeling

Springer

Shallow and Deep Learning Principles: Scientific, Philosophical, and Logical Perspectives

Springer

Deep Learning Architectures: A Mathematical Approach (Springer Series in the Data Sciences)

Springer

Penguin Random House Deep Learning (Adaptive Computation and Machine Learning series)

MIT Press