TOPICS: MACHINE LEARNING in Fall 2026 (CS3091A)

Machine Learning (ML) is the methodology behind the data science successes achieved by so many industries over the past decade. This course teaches the skills to understand and apply ML effectively. It covers key concepts, algorithms, and software tools such as scikit-learn through bite-sized lessons, frequent exercises, and real-world applications. The objective is to prepare students for advanced challenges in AI, in a professional context or subsequent academic studies.

Recommended for students with a background in statistics (or calculus) and computer programming.