Mandatory：强制性 Statistics and Machine Learning 1: Statistical Foundations：统计与机器学习1: 统计基础 Understanding Databases：了解数据库 Applying Data Science：应用数据科学 Understanding Data and their Environment：了解数据及其环境 Extended Research Project：扩展研究项目 Optional：可选 Programming in Python for Business Analytics：业务分析用Python编程 Computation and Complexity：计算和复杂性 Introduction to Uncertainty Quantification：不确定性量化简介 Advanced Uncertainty Quantification：高级不确定度量化 Linear Models with Nonparametric Regression：具有非参数回归的线性模型 Time Series Analysis and Forecasting in Finance：金融中的时间序列分析与预测 Generalised Linear Models and Survival Analysis：广义线性模型与生存分析 Multivariate Statistics：多元统计