香港大学Master of Data Science数据科学

 

 

 

1. Master of Data Science数据科学  >>在线咨询留学申请

1.1课程设置： 

Programme Structure 

The curriculum is the same for both full-time and part-time study mode. You may refer to the 2023 syllabuses and regulations (subject to approval). The curriculum is extracted below. 

Compulsory Courses (36 credits) 

COMP7404    Computational intelligence and machine learning (6 credits) 

DASC7011     Statistical inference for data science (6 credits) 

DASC7104     Advanced database systems (6 credits) 

DASC7606     Deep learning (6 credits) 

STAT7102      Advanced statistical modelling (6 credits) 

STAT8003      Time series forecasting (6 credits) 

Disciplinary Electives (24 credits)* 

with at least 12 credits from List A and at least 12 credits from List B 

List A 

COMP7105    Advanced topics in data science (6 credits) 

COMP7305    Cluster and cloud computing (6 credits) 

COMP7409    Machine learning in trading and finance (6 credits) 

COMP7503    Multimedia technologies (6 credits) 

COMP7506    Smart phone apps development (6 credits) 

COMP7507    Visualization and visual analytics (6 credits) 

COMP7906    Introduction to cyber security (6 credits) 

FITE7410      Financial fraud analytics (6 credits) 

ICOM6044     Data science for business (6 credits) 

List B 

STAT6008      Advanced statistical inference (6 credits) 

STAT6013      Financial data analysis (6 credits) 

STAT6015      Advanced quantitative risk management (6 credits) 

STAT6016      Spatial data analysis (6 credits) 

STAT6019      Current topics in statistics (6 credits) 

STAT7008      Programming for data science (6 credits) 

STAT8017      Data mining techniques (6 credits) 

STAT8019      Marketing analytics (6 credits) 

STAT8306      Statistical methods for network data (3 credits) 

STAT8307      Natural language processing and text analytics (3 credits) 

STAT8308      Blockchain data analytics (3 credits) 

Capstone requirement (12 credits) 

DASC7600     Data science project (12 credits) 

1.2申请要求：不强制要求G 

1.3学费：HK$264,000

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