No.00
Foundations
Mathematical Foundations
0/3 projects
0%
›
Status
Course of study tick each topic as you master it — every line is a search target
Algebra & Pre-calculus
Trigonometry & Geometry
Single-variable Calculus
Multivariable & Vector Calculus
Linear Algebra
Differential Equations
Probability & Statistics
Transforms & Applied Methods
Core books
- Kreyszig — Advanced Engineering Mathematics (the desk reference)
- Strang — Introduction to Linear Algebra
- Boyd & Vandenberghe — Convex Optimization (free PDF)
Courses & lectures
- MIT 18.06 Linear Algebra (Strang)
- MIT 18.01/18.02 Single & Multivariable Calculus
- 3Blue1Brown — Essence of Calculus + Essence of Linear Algebra (build intuition FIRST)
- Khan Academy (fill any gaps)
- Stanford EE364a — Convex Optimization (Boyd)
Instruments & tools
Python + NumPySymPy (symbolic)Desmos / GeoGebraJupyterMATLAB (optional)
Project ladder — build to prove it
Study notes