Course Syllabus
2025/26
Day: 2026年02月11日
Browse: 290
2025/26 Fall
| Course Code | Course Title | Instructor(s) | Course Syllabus |
|---|---|---|---|
| DSAA 1001 | Introduction to Data Science and Analytics | LI, Lei, WANG, Wei, ZHANG, Yongqi | |
| DSAA 2011 | Machine Learning | ZHONG, Zixin | |
| DSAA 2012 | Deep Learning | GUO, Zhijiang | |
| DSAA 2043 | Design and Analysis of Algorithms | ZHANG, Yanlin, LU, Shangqi | |
| DSAA 2044 | Data Science Project | DING, Zishuo | |
| DSAA 2088 | Mathematics for Data Science | DING, Ningning, WANG, Wenjia | |
| DSAA 3032 | Introduction to High-Performance and Parallel Computing | LUO, Qiong | |
| DSAA 3051 | Introduction to Natural Language Processing and Knowledge Engineering | WEI, Jiaheng |
2025/26 Spring
| Course Code | Course Title | Instructor(s) | Course Syllabus |
|---|---|---|---|
| DSAA 1085 | Probability and Statistics | SUN, Jianfeng | |
| DSAA 2011 | Machine Learning | YANG, Weikai, ZHONG, Zixin | |
| DSAA 2012 | Deep Learning | LIANG, Chen | |
| DSAA 2031 | Database Management Systems | TANG, Nan | |
| DSAA 2043 | Design and Analysis of Algorithms | ZHANG, Yanlin | |
| DSAA 3041 | Advanced Algorithms | LU, Shangqi | |
| DSAA 3053 | Introduction to Reinforcement Learning | ZHONG, Zixin | |
| DSAA 3071 | Theories in Computing | LU, Shangqi, WANG, Wei | |
| DSAA 4040 | Cloud Computing and Big Data Systems | TANG, Guoming | |
| DSAA 4086 | Introduction to Optimization | CUI, Ying |
2025/26 Summer
| Course Code | Course Title | Instructor(s) | Course Syllabus |
|---|---|---|---|
| DSAA 1001 | Introduction to Data Science and Analytics | LI, Lei, WANG, Wei, ZHANG, Yongqi | |
| DSAA 2011 | Machine Learning | WEI, Jiaheng | |
| DSAA 2042 | Computer Architecture and Systems | WEN, Zeyi | |
| DSAA 3073 | Theories in Data Science | WANG, Wei | |
| DSAA 4012 | Machine Learning Systems | DUAN, Huayi |
请点击查看 课程依赖关系图, which illustrates the prerequisite relationships among courses in the program. This will help you understand how courses are connected and which ones should be completed before advancing to higher-level subject