澳洲昆士兰大学数据科学硕士课程设置内容丰富选择灵活

　　2023年入读昆士兰大学数据科学硕士课程（Master of Data Science）的学生，需要通过2年共4个学期的学习，修满32个学分方可获得硕士学位，这些课程中既有必修课，又有选修课，选择十分丰富，学习内容涵盖数据科学概论、数据隐私、高级数据分析、高级数据库系统、数据挖掘、金融计量经济学等多个方面。下面就为大家介绍一下昆大数据科学硕士课程设置的情况。

　　学生要顺利完成昆士兰大学数据科学硕士课程，下表Part A中的全部必修课程需修满14学分，Part B1中的课程至少修满6学分，Part B2中的课程至少修满6学分，剩余学分需通过修读Part C中的选修课或者执行院校批准的其他课程来完成。
Part A 必修课 - 14 学分（含以下所有课程）

课程代码	学分	课程名称
DATA7001	2	Introduction to Data Science
DATA7002	2	Data Privacy: Ethics, Law and Technical Considerations
DATA7201	2	Advanced Data Analytics
DATA7202	2	Statistical Methods for Data Science
DATA7901	2	Data Science Capstone Project 1
DATA7902	4	Data Science Capstone Project 2

Part B1 – 至少6学分（从以下课程中选择）

课程代码	学分	课程名称
MATH7501	2	Mathematics for Data Science 1
MATH7502	2	Mathematics for Data Science 2
STAT7203	2	Applied Probability & Statistics
INFS7907	2	Advanced Database Systems
INFS7901	2	Database Principles
CSSE7030	2	Introduction to Software Engineering

Part B2 -至少6学分（从以下课程中选择）

课程代码	学分	课程名称
COMP7703	2	Machine Learning
INFS7205	2	Advanced Techniques for High Dimensional Data
INFS7410	2	Information Retrieval and Web Search
DATA7203	2	Computational Models for Data Science
INFS7203	2	Data Mining
MATH7232	2	Operations Research & Mathematical Planning
STAT7502	2	Advanced Statistics I
MATH7202	2	Advanced Topics in Operations Research
MATH7406	2	Control Theory

Part C 选修课-剩余学分

课程代码	学分	课程名称
ACCT7101	2	Accounting
FINM7401	2	Finance
FINM7403	2	Portfolio Management
MKTG7501	2	Fundamentals of Marketing
MKTG7503	2	Consumer & Buyer Behaviour
MKTG7510	2	Market & Consumer Research
ECON7310	2	Elements of Econometrics
ECON7350	2	Applied Econometrics for Macroeconomics and Finance
ECON7390	2	Financial Econometrics
BINF6000	2	Concepts in Bioinformatics
STAT7174	2	Applications of Computational Statistics
BINF6001	2	Introduction to Proteins and Nucleic Acids
BINF7000	2	Advanced Bioinformatics
BINF7001	2	Advanced Genome Informatics
PUBH7630	2	Introduction to Biostatistics
PUBH7600	2	Introduction to Epidemiology
STAT7610	2	Longitudinal & Correlated Data
COSC7504	2	Introduction to Computational Biology
COSC7502	2	High-Performance Computing
COSC7500	2	Numerical Methods in Computational Science
MATH7039	2	Financial Mathematics
MATH7049	2	Computation in Financial Mathematics
MATH7091	2	Financial Calculus
STAT7301	2	Mathematical Statistics
STAT7303	2	Experimental Design
STAT7304	2	Probability Models & Stochastic Processes I
STAT7503	2	Advanced Statistics II
STAT7504	2	Advanced Probability & Stochastic Processes I
STAT7505	2	Advanced Probability & Stochastic Processes II