Prerequisites & knowledge map
Everything below is a concept Optimization leans on that ISN'T taught inside the course itself — not the whole of another course, just the specific skills.
Calculus III — Multivariable Calculus
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
College Algebra
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
Linear Algebra — Vectors, Matrices, and the Geometry of Data
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
Calculus I — Differential & Integral Calculus
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
Discrete Mathematics I — Logic, Proof, and Structure
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
-
required
Advanced Linear Algebra
-
required
-
required
-
required
-
required
-
required
-
required
-
required
Graph Theory
-
required
-
required
-
required
-
required
Computer Vision
-
required
Fourier Analysis
-
required
-
required
-
required
-
required
-
required
-
required
Advanced Multivariable Calculus
-
required
-
required
-
required
-
required
-
required
Deep Learning / Neural Networks
-
required
-
required
-
required