Machine Learning Mathematics

Cambridge University Press

Mathematics for Machine Learning                

Packt Publishing

Mathematics of Machine Learning: Master linear algebra, calculus, and probability for machine learning

O'Reilly Media, Inc.

Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics

Panda Ohana Publishing

Machine Learning: An Applied Mathematics Introduction

De Gruyter

The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond

O'Reilly Media

Essential Math for AI: Next-Level Mathematics for Efficient and Successful AI Systems

Machine Learning Mathematics: Study Deep Learning Through Data Science. How to Build Artificial Intelligence Through Concepts of Statistics, Algorithms, Analysis and Data Mining (English Edition)

Independently published

Machine Learning Mathematics in Python          

Springer

Linear Algebra and Optimization for Machine Learning: A Textbook

Andriy Burkov

The Hundred-Page Machine Learning Book