Math Foundations for Machine Learning

The course covers mathematical tools necessary for various computer science and artificial intelligence courses. 

1. Linear Algebra

2. Optimization

3. Probabilistic Modelling

Prerequisites

Data Centric Computing (ES 113) and Probability Statistics and Data Visualisation (ES 114)