MATH4225 Foundation of Big Data and Learning (3 units)
- MATH2207 Linear Algebra and (MATH2005 Calculus, Probability, and Statistics for Computer Science or MATH2006 Calculus, Probability, and Statistics for Science or MATH2206 Probability and Statistics)
This course gives in-depth introduction to statistical machine learning methods and algorithms for solving big data problems. Applicability and limitations of these methods will be illustrated using a variety of modern real-world data sets and manipulation of the computer software.
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