Mathematics for Machine Learning

Course Code: AIGC 5001

Academic Year: 2023-2024

As applied mathematics is the foundation of machine learning and deep learning, students need to understand the basics of this underlying concept to learn machine learning. In this course, students learn the basics of machine learning-related concepts in linear algebra, probability, and statistics.Students study these topics in the context of machine learning and deep learning and learn how to utilize them for analyzing and developing machine learning applications.