Classes
New Course Offering: Math 2920 Mathematics for Data Science
Class Description: Data science and machine learning are revolutionizing the world, and if you want to understand it, you need to understand the math behind it. This class will teach you that. With only Calculus I (MATH 1210) as a prerequisite, it covers the foundational math you'll need for designing, optimizing, and analyzing machine learning models and their applications.
Topics Covered:
- Vectors and vector spaces
- Linear transformations and projections
- Multivariate optimization
- Essential probability and statistics
- Machine learning models using these ideas
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