Technical Content
- The Theory of the Singular Value Decomposition and its Relation to Principal Component Analysis
- The Game of Supervised Machine Learning: Understanding the Setup, Players, and Rules
- The Expectation-Maximization Algorithm: A Method for Modelling Mixtures of Distributions
- Probability, Likelihood, and Maximum Likelihood Estimation