1 | 数据分析基础Foundations of Data Analytics |
2 | 数据挖掘与知识发现Data Mining and Knowledge Discovery |
3 | 大数据计算Big Data Computing |
4 | 数据分析数学方法Mathematical Methods for Data Analysis |
5 | 数据可视化Data Visualization |
6 | 金融时间序列的定量分析Quantitative Analysis of Financial Time Series |
7 | 优化和矩阵计算Optimization and Matrix Computation |
8 | 社会计算概论Introduction to Social Computing |
9 | 并行程序设计Parallel Programming |
10 | 成像:数据分析和模式识别Imaging: Data Analytics and Pattern Recognition |
11 | 高级统计学:理论和应用Advanced Statistics: Theory and Applications |
12 | 机器学习Machine Learning |
13 | 统计预测Statistical Prediction |
14 | 独立研究项目Independent Project |