Math/Stats for Machine Learning and AI

To be comfortable with machine learning, learners need some knowledge of a number of mathematical disciplines, including statistics, linear algebra, multi-variable calculus, and mathematical modelling. This course provides learners with a high-level survey of some of the fundamental concepts of these disciplines, focusing on a few key topics in each. The goal of the course is to orient the learner towards these disciplines and concepts, to allow for future in-depth learning.