Browse Hierarchy MTH6101: Introduction to Machine Learning

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Machine Learning is a rapidly growing field, at the boundary between Statistics and Computer Science. This course gives an understanding of the theoretical basis for machine learning and a set of concrete algorithms including decision tree learning and classification methods. Moreover, this course will introduce some classical statistical methods for high-dimensional data. The course also includes programming and use of algorithms on concrete data set.

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