26 Important Concepts that you should learn in Linear Algebra for Machine Learning — PART I | Towards AI

Author(s): Rajendran S

Originally published on Towards AI.

Machine Learning is the most fascinating field in the era of AI development. While many people put effort into learning machine learning, most of them fail to understand the core mathematics behind predictive models. You don’t need to learn very advanced math like PhD students do. You need to know very few fundamentals to understand things better in the world of machine learning. Especially, you will have to learn the basics in four domains:

Linear Algebra

Calculus