Course Syllabus
2026/27
Day: March 16, 2026
Browse: 2162
2026/27 Fall
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| 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 JIN, Tianyuan | |
| DSAA 2012 | Deep Learning | GUO, Zhijiang XIA, Jun | |
| 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 | |
| DSAA 3032 | Introduction to High-Performance and Parallel Computing | WEN, Zeyi | |
| DSAA 3051 | Introduction to Natural Language Processing and Knowledge Engineering | WEI, Jiaheng | |
| DSAA 3073 | Theories in Data Science | WANG, Wei | |
| DSAA 3074 | Deep Learning for Science | LAI, Zhilu | |
| DSAA 4011 | Advanced Machine Learning and Deep Learning | HUANG, Yuwen | |
| DSAA 4032 | Complex Data Management | LUO, Yuyu | |
| DSAA 4591 | Final Year Capstone Project | - |
2026/27 Spring
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| Course Code | Course Title | Instructor(s) | Course Syllabus |
|---|---|---|---|
| DSAA 1001 | Introduction to Data Science and Analytics | LI, Lei, WANG, Wei, ZHANG, Yongqi | |
| DSAA 1085 | Probability and Statistics | XING, Hong | |
| DSAA 2011 | Machine Learning | ZHONG, Zixin YANG, Weikai XU, Chen | |
| DSAA 2012 | Deep Learning | XIE, Zeke LIANG, Chen | |
| DSAA 2031 | Database Management Systems | LI, Lei | |
| DSAA 2042 | Computer Architecture and Systems | WEN, Zeyi | |
| DSAA 2043 | Design and Analysis of Algorithms | ZHANG, Yanlin LI, Hongyu LU, Shangqi | |
| DSAA 3041 | Advanced Algorithms | LU, Shangqi | |
| DSAA 3055 | Data Security and Privacy | DUAN, Huayi | |
| DSAA 4040 | Cloud Computing and Big Data Systems | TANG, Guoming | |
| DSAA 4086 | Introduction to Optimization | CUI, Ying | |
| DSAA 4591 | Final Year Capstone Project | - |
2026/27 Summer
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| Course Code | Course Title | Instructor(s) | Course Syllabus |
|---|---|---|---|
| DSAA 1001 | Introduction to Data Science and Analytics | LI, Lei, WANG, Wei, ZHANG, Yongqi | |
| DSAA 2012 | Deep Learning | LUO, Yuyu | |
| DSAA 4012 | Machine Learning Systems | DUAN, Huayi |
For syllabi of courses offered by other Course Offering Units, please refer to the UG Course Syllabus page.
The course schedule is subject to change. Please refer to SIS for the latest and final schedule.