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Mathematics for AI Curriculum Overview by Thanh is a document available to read on EtoBox.

What is Mathematics for AI Curriculum Overview about?

The document outlines the content of a 15-week course on Mathematics for AI. It introduces fundamental mathematical concepts including algebra, calculus, statistics, probability, linear algebra, graph theory, and information theory. These concepts are applied to machine learning algorithms like linear regression, PCA, Gaussian mixture models, SVMs, and recommender systems. The course aims to equip students with the mathematical knowledge necessary to understand and apply core AI techniques.

Author

Thanh

Language

EN