核心课程：
Introduction to Machine Learning and Pattern Classification or
Introduction to Machine Learning or
Machine Learning
Optimization or
Large Scale Optimization for Data Science
Probability and Stochastic Processes
Detection and Estimation Theory
Practicum in Data Analytics and Statistics
学位选修课：
Linear Statistical Models
Bayesian Statistics
Time Series Analysis
Statistical Computation
Mathematical Statistics
Introduction to Artificial Intelligence
Cloud Computing with Big Data Applications
Bayesian Methods in Machine Learning
Machine Learning*
Financial Mathematics
Large-Scale Optimization for Data Science*
Information Theory
Statistical Methods for Data Analysis with Applications to Financial Engineering
Linear Dynamic Systems 1
* This course can be taken as an elective if it is not taken to satisfy a requirement.
