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

Algorithmic Foundations of Deep Learning

Theoretical Foundations of Deep Learning

Deep Learning: Foundations and Concepts

Deep Learning Math Workbook: 300 puzzles to build your mathematical foundation for deep learning