The emphasis of the online programme was put on accessibility by organising content into focussed sections that build up, starting with intuition. The site www.math4.ai is provided to help students to familiarize themselves with the mathematics needed to become proficient in machine learning. 

The essential mathematics any student of machine learning should know are linear algebra, multivariate calculus, and statistics. That is why the ‘essentials’ sections are dedicated to covering the most important topics within these areas for the purpose of machine learning.