Linear Algebra for Machine Learning and Data Science

Published:

This is a collection of my projects and notes for learning and reviewing important linear algebra for the journey of masterning Machine Learning and Data Science.

Methods of Solving a System of Linear Equation

Systems of linear equations are fundamental to a wide array of disciplines - from physics to computer science, from economics to engineering. In this project, I will discuss how we can leverage the elegance of matrix algebra and optimization to solve a system of linear equations.

The implementation of this project is available here.