Linear Algebra is an important field of mathematics, and it’s essential for understanding how many machine learning algorithms actually work. In our Linear Algebra for machine learning course, you will learn the linear algebra concepts behind machine learning systems like neural networks and the backpropagation to train deep learning neural networks.

After you complete this course, you can feel confident that you know the necessary calculus fundamentals for intermediate machine learning techniques.

The Program

1. Linear Systems.
2. Vectors.
3. Matrix Algebra.
4. Solution Sets.

What will you learn

• How to define linear systems using linear algebra.
• How to employ intermediate machine learning techniques.