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  1. Mathematical Principles of Artificial Intelligence

    https://www.math.cuhk.edu.hk/course/mmat5392
    Course Description:  This course offers a mathematically introductory view of the theoretical foundation ... software, e.g., MATLAB, Python and/or R. The aim of this course is to illustrate both the potential and current limitations of different ...

  3. Markov Chains and Algorithmic Applications

    https://www.math.cuhk.edu.hk/course/mmat5394
    Course Description:  This course aims to familiarise students with the theory of Markov Chains and ... network science using different randomised algorithms. The course aims to introduce the theory of Markov chains, focusing on their ...

  4. Real Analysis II

    https://www.math.cuhk.edu.hk/course/math5012
    Course Description:  This course provides more advanced topics in real analysis. Topics include signed ... and Riesz representation theorem. Students taking this course are expected to have knowledge in MAT5011 or its equivalent. ...

  5. Calculus of Variations

    https://www.math.cuhk.edu.hk/course/math4020
    Course Description:  This course is intended to provide a basic theory of calculus of variations. ... and sufficient conditions. Students taking this course are expected to have knowledge in advanced calculus. Course ...

  6. Calculus for Engineers

    https://www.math.cuhk.edu.hk/course/math1510
    Course Description:  This course is designed for engineering students who need to acquire skills in ... introduction to the mathematics used in engineering. The course emphasizes on the technique of computation without theoretical ...

  7. Probability Theory

    https://www.math.cuhk.edu.hk/course/mmat5140
    Course Description:  This is a course designed for the M.Sc. program. It aims to provide a basic but rigorous (both in theory and in applications) course in elementary probability theory. Course Code:  ...

  8. Game Theory

    https://www.math.cuhk.edu.hk/course/mmat5360
    Course Description:  This course is designed for the M.Sc. Programme in Mathematics. This course aims to introduce the principles and techniques of game theory. Students ...

  10. Linear Analysis

    https://www.math.cuhk.edu.hk/course/mmat5010
    Course Description:  This course is designed for the M.Sc. Programme in Mathematics. The course is intended to provide an introduction to linear structures and ...