2025-26学年
本页面所列课程、学期安排及授课教师为学年计划，以 SIS 系统选课信息为准。
请点击查看 课程依赖关系图，该图展示了本专业课程之间的先修关系，有助于你了解课程之间的衔接逻辑，以及哪些课程应在修读高级课程前完成。
2025-26学年 秋季学期
| 课程代码与名称 | 授课教师 |
| DSAA 1001 Introduction to Data Science and Analytics | 李雷, 王炜, 张永祺 |
| DSAA 2011 Machine Learning | 钟梓昕 |
| DSAA 2012 Deep Learning | 郭志江 |
| DSAA 2043 Design and Analysis of Algorithms | 张延林, 芦尚奇 |
| DSAA 2044 Data Science Project | 丁子硕 |
| DSAA 2088 Mathematics for Data Science | 王文佳, 丁宁宁 |
| DSAA 3032 Introduction to High-Performance and Parallel Computing | 罗琼 |
| DSAA 3051 Introduction to Natural Language Processing and Knowledge Engineering | 魏嘉珩 |
2025-26学年 春季学期
| 课程代码与名称 | 授课教师 |
| DSAA 1085 Probability and Statistics | 孙鉴锋 (BSBE Thrust) |
| DSAA 2011 Machine Learning | 钟梓昕, 杨维铠 |
| DSAA 2012 Deep Learning | 梁宸 (CMA Thrust) |
| DSAA 2031 Database Management Systems | 汤南 |
| DSAA 2043 Design and Analysis of Algorithms | 张延林 |
| DSAA 3041 Advanced Algorithms | 芦尚奇 |
| DSAA 3053 Introduction to Reinforcement Learning | 钟梓昕 |
| DSAA 3071 Theories in Computing | 刘金国 |
| DSAA 4040 Cloud Computing and Big Data Systems | 唐国明 |
| DSAA 4086 Introduction to Optimization | Ying CUI (IoT Thrust) |
2025-26学年 夏季学期
| 课程代码与名称 | 授课教师 |
| DSAA 1001 Introduction to Data Science and Analytics | 李雷, 王炜, 张永祺 |
| DSAA 2011 Machine Learning | 魏嘉珩 |
| DSAA 2042 Computer Architecture and Systems | 文泽忆 |
| DSAA 3073 Theories in Data Science | 王炜 |
| DSAA 4012 Machine Learning Systems | 段华忆 |
Note: DSAA4012 requires DSAA2011 and DSAA2042 as prerequisites. Since DSAA4012 covers only a limited portion of architecture and operating system content, students who have not completed DSAA2042 may request a requisite waiver to take DSAA4012 alone, or to take DSAA2042 and DSAA4012 concurrently.