Visualize-ML/Book3_Elements-of-Mathematics

Book_3_《数学要素》 | 鸢尾花书:从加减乘除到机器学习;上架;欢迎继续纠错,纠错多的同学还会有赠书!

48
/ 100
Emerging

This project is a companion to a book titled "Elements of Mathematics," designed to help individuals learn the foundational mathematical concepts necessary for understanding machine learning. It covers everything from basic arithmetic to more advanced topics. Individuals seeking to build a strong mathematical background for AI and machine learning will find this useful.

7,383 stars.

Use this if you are an aspiring data scientist, machine learning engineer, or AI enthusiast looking to master the underlying mathematics of these fields.

Not ideal if you are already proficient in the mathematics of machine learning or are looking for a practical coding project.

machine-learning-education mathematics-for-ai data-science-fundamentals self-study-mathematics AI-prerequisites
No License No Package No Dependents
Maintenance 6 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 24 / 25

How are scores calculated?

Stars

7,383

Forks

1,318

Language

Jupyter Notebook

License

Last pushed

Dec 10, 2025

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/Visualize-ML/Book3_Elements-of-Mathematics"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.