Complete Learning Roadmap

Fundamental Math
for STEM & AI

From arithmetic to cutting-edge machine learning mathematics โ€” mapped across four disciplines.

Physics
Engineering
Computer Science
AI / ML
๐Ÿ”ฐ
Beginner
Pre-Algebra ยท Algebra ยท Geometry ยท Trigonometry ยท Logic
Grade 6โ€“10
๐Ÿ“
Intermediate
Calculus ยท Linear Algebra ยท Discrete Math ยท Statistics
Grade 11 โ€“ Year 2
๐Ÿ”ฌ
Advanced
Multivariable Calculus ยท Diff. Equations ยท Numerical Methods ยท Probability Theory
Year 2โ€“4
๐Ÿง 
Expert
Real Analysis ยท Abstract Algebra ยท Topology ยท Tensor Calculus ยท Information Theory
Grad Level
โ† Click a level tab above for detailed topics โ†’
01

Beginner โ€” Building Blocks

Grade 6โ€“10 equivalent ยท No prior knowledge needed

02

Intermediate โ€” Core STEM Math

Grade 11 โ€“ University Year 2 ยท Foundation of all four fields

03

Advanced โ€” Specialization Math

University Year 2โ€“4 ยท Where fields diverge

04

Expert โ€” Graduate Level

Research & Postgraduate ยท Deep theoretical understanding