Mathematics for Data Science: Essential Mathematics for Machine Learning and AI

For the development of artificial intelligence systems (AI), a solid foundation in mathematics knowledge is essential. What are the essential math skills needed to study machine learning or AI?

This primer course is for you if you don't know much about mathematics or have lost your knowledge.

This course will focus on the three major branches of mathematics that are used in data science, artificial intelligence and calculation: linear algebra and calculus. The course will cover the fundamental topics in each of these areas, from functions and equations to differentiation and optimization to vectors and matrix.

These concepts and techniques will give you the foundational knowledge necessary to launch your machine learning career.