This book is the undisputed perfect 101 math for python programmers to learn mathematical concepts for data science, like calculus, linear algebra, statistics, and machine learning science.
This book is suitable for experienced Python programmers.
Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
Link: Essential Math for Data Science
Author: Thomas Nield