| Sortation | Name of the Subject | Subject ID | Credit | Theory | Practice |
|---|---|---|---|---|---|
| Major | Advanced Deep Learning | GR24250 | 3 | 3 | 0 |
| Major | Deep Learning | GR24151 | 3 | 3 | 0 |
| Major | Bigdata Analysis | GR24153 | 3 | 3 | 0 |
| Major | Bigdata Capstone Design | GR24883 | 3 | 3 | 0 |
| Major | Computational Finance | GR24877 | 3 | 2 | 2 |
| Major | Advanced Machine Learning | GR24875 | 3 | 3 | 0 |
| Major | Advanced BigData Analysis | GR21666 | 3 | 3 | 0 |
| Major | Bigdata and Partial Differential Equations | GR24881 | 3 | 2 | 2 |
| Major | Scientific Computing and Data Science | GR24880 | 3 | 2 | 2 |
| Major | Neural Network and Differential Equations | GR24879 | 3 | 2 | 2 |
| Major | Optimal Portfolio Theory And Machine Learning | GR24876 | 3 | 2 | 2 |
| Major | Derivatives Mathematical Modeling | GR24878 | 3 | 2 | 2 |
| Major | Advanced Statistical Data Analysis | GR17988 | 3 | 3 | 0 |
| Major | advanced statistical learning theory | GR22038 | 3 | 3 | 0 |
| Major | financial data analysis | GR23002 | 3 | 3 | 0 |
| Major | machine learning | GR23817 | 3 | 3 | 0 |
| Major | Multivariate Statistical Analysis | GR02207 | 3 | 3 | 0 |
| Major | computing for data science | GR23813 | 3 | 3 | 0 |
| Major | statistics for data science | GR23816 | 3 | 3 | 0 |
| Major | data visualization | GR23815 | 3 | 3 | 0 |
| Major | Monte Carlo method and Statistical Computation | GR20347 | 3 | 3 | 0 |
| Major | Advanced Categorical Data Analysis | GR20348 | 3 | 3 | 0 |
| Major | Bayesian Statistics | GR17065 | 3 | 3 | 0 |
| Major | Advanced Statistical Methods in Biometry | GR20349 | 3 | 3 | 0 |
| Major | Ecological Statistics | GR23170 | 3 | 3 | 0 |
| Major | Topics in Time Series Analysis | GR14426 | 3 | 3 | 0 |
| Major | Stochastic modeling for epidemiology | GR23425 | 3 | 3 | 0 |
| Major | Generalized linear model | GR23811 | 3 | 3 | 0 |
| Major | Statistical methods for asset management | GR23818 | 3 | 3 | 0 |
| Major | natural language processing | GR23814 | 3 | 3 | 0 |
| Major | Statistical Data mining | GR18934 | 3 | 3 | 0 |
| Major | Statistical network analysis | GR23171 | 3 | 3 | 0 |
| Major | Statistical Image Analysis | GR20343 | 3 | 3 | 0 |
| Major | Statistical Optimization Analysis | GR23198 | 3 | 3 | 0 |
| Major | Theory of Statistical Inference 1 | GR20344 | 3 | 3 | 0 |
| Major | Statistical Pattern Recognition | GR16431 | 3 | 3 | 0 |
| Major | Panel data analysis | GR23812 | 3 | 3 | 0 |
| Major | Regression Analysis | GR09625 | 3 | 3 | 0 |
| Major | Financial Engineering | GR24418 | 3 | 3 | 0 |
| Major | Industrial Numerical Analysis | GR24246 | 3 | 3 | 0 |
| Major | Topological Data Analysis | GR24247 | 3 | 3 | 0 |
| Major | Probability Theory(I) | GR15315 | 3 | 3 | 0 |
