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Course Syllabus
2026/27
Day: March 16, 2026 Browse: 1706

2026/27 Fall

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Course CodeCourse TitleInstructor(s)Course Syllabus
DSAA 1001Introduction to Data Science and AnalyticsLI, Lei,
WANG, Wei,
ZHANG, Yongqi		PDF
DSAA 2011Machine LearningZHONG, Zixin
JIN, Tianyuan		PDF
DSAA 2012Deep LearningGUO, Zhijiang
XIA, Jun		PDF
DSAA 2043Design and Analysis of AlgorithmsZHANG, Yanlin,
LU, Shangqi		PDF
DSAA 2044Data Science ProjectDING, ZishuoPDF
DSAA 2088Mathematics for Data ScienceDING, NingningPDF
DSAA 3032Introduction to High-Performance and
Parallel Computing		WEN, ZeyiPDF
DSAA 3051Introduction to Natural Language
Processing and Knowledge Engineering		WEI, JiahengPDF
DSAA 3073Theories in Data ScienceWANG, WeiPDF
DSAA 3074Deep Learning for ScienceLAI, ZhiluPDF
DSAA 4011Advanced Machine Learning and Deep LearningHUANG, YuwenPDF
DSAA 4032Complex Data ManagementLUO, YuyuPDF
DSAA 4591Final Year Capstone Project-PDF

2026/27 Spring

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Course CodeCourse TitleInstructor(s)Course Syllabus
DSAA 1001Introduction to Data Science and AnalyticsLI, Lei,
WANG, Wei,
ZHANG, Yongqi
DSAA 1085Probability and StatisticsXING, Hong
DSAA 2011Machine LearningZHONG, Zixin
YANG, Weikai
XU, Chen
DSAA 2012Deep Learning
DSAA 2031Database Management SystemsTANG, Nan
DSAA 2043Design and Analysis of AlgorithmsZHANG, Yanlin
LI, Hongyu
LU, Shangqi
DSAA 3041Advanced AlgorithmsLU, Shangqi
DSAA 3053Introduction to Reinforcement LearningZHONG, Zixin
DSAA 3071Theories in ComputingWANG, Wei
DSAA 4040Cloud Computing and Big Data SystemsTANG, Guoming
DSAA 4086Introduction to Optimization
DSAA 4591Final Year Capstone Project-PDF

For syllabi of courses offered by other Course Offering Units, please refer to the UG Course Syllabus page.