Math

教程

线性代数

• Essence of linear algebra by 3Blue1Brown

微积分

• Essence of Calculus by 3Blue1Brown
• Calculus Better Explained : Learn the essential concepts using concrete analogies and vivid diagrams, not mechanical definitions. Calculus isn't a set of rules, it's a specific, practical viewpoint we can apply to everyday thinking.

概率论

Visualizasion

• Matrix Multiplication

Problem

• Project Euler : a series of challenging mathematical/computer programming problems that will require more than just mathematical insights to solve. Although mathematics will help you arrive at elegant and efficient methods, the use of a computer and programming skills will be required to solve most problems.

Book

• immersive linear algebra : The world's first linear algebra book with fully interactive figures.
• The probability and statistics cookbook : contains a succinct representation of various topics in probability theory and statistics. It provides a comprehensive mathematical reference reduced to its essence, rather than aiming for elaborate explanations.

Tutorial

• Better Explained : Math lessons that actually explain concepts.

Tool

• Mathematics
• Matlab

Paper

• Fermat’s Library : a platform for illuminating academic papers.