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CNS 155

Machine Learning & Data Mining

12 units (3-3-6) | first term

This course will cover popular methods in machine learning and data mining, with an emphasis on developing a working understanding of how to apply these methods in practice. The course will focus on basic foundational concepts underpinning and motivating modern machine learning and data mining approaches. We will also discuss recent research developments.

Prerequisites & course information

Prerequisites: Background in algorithms, linear algebra, calculus, probability, and statistics is highly recommended..

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