Linear Algebra, Machine Learning, Math, Mathematics, Matrix.
addition, multiplication by scalars, to understanding how matrices are multiplied and what are the conditions to do this (you should know that we cannot always multiply matrices). For most algorithms it is important to understand what is the transpose of a matrix and how to calculate the inverse