This series on Linear Algebra will give a brief and easy to understand introduction to matrix Algebra, while emphasizing on the most commonly used concepts in Machine Learning.
After completing this series you should be familiar with commonly used terms and notations in matrix algebra. You should be able to complete the following tasks:
- Perform common matrix operations like adding, subtraction and multiplication
- Determine the rank of a matrix
- Find the inverse or a determinant of any square matrix
- Use Algebra to solve simultaneous linear equations
Topics would be covered in short and easy to understand lessons. Each lesson would cover a topic with simple examples.
This series should be helpful for someone who working in data science and want to brush up the basic concepts.