Stats, Linear Algebra.
the others. Linear algebra provides the backbone for solving the regression problem efficiently. Example: Let’s consider a simple linear regression problem where we have a dataset of house prices and their corresponding sizes. We can use the numpy library to perform linear regression in Python: