In this course, you will review the mathematics background required for data science and machine learning. In the first half, we will review linear algebra and statistics. In the second half, we will review probability.
This course is not meant to be a full-length course on linear algebra, statistics and probability. Instead, it focuses on the sub-topics which are relevant for data science and machine learning.