Linear Algebra

Vector Spaces
Vectors and Matrices
Linear Systems
Bases
Coordinates
Inner Products
Orthogonality
Eigenvalues and Eigenvectors
Principal Components Analysis

Stochastic Models

Introduction

Finite State Discrete Time Markov Chains

Designing a Markov Chain