- Area Under The Curve
- Explore the notion of area under a curve, how that relates to the integral and compute basic integrals.
- Numerical Analysis Intro
- Introduction to Numerical Analysis using 2 root-finding methods.
- Diagonalization & SVD
- Explore general matrix decomposition, as well as a specialized and useful version called Singular Value Decomposition.
- Partial Derivatives & Steepest Descent
- We will learn a core calculus concept called partial derivatives, as well as delving into directional derivatives and their usefulness in higher level statistics.