Machine Learning, Linear Algebra, Gaussian Elimination, Inverse Matrix, Numpy.
Matrices stay at the very basis of all math used for ML. Let’s understand why it is so and how matrices can be used to solve systems of linear equations from perspective of 2 different methods. Systems of linear equations in ML Standard task that ML methods solves can be generally illustrated as: