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昆士兰大学专业:Master of Data Science

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2018-02-24 来源:郑州新东方前途出国


摘要:

  均分要求:985/211:75

  · 学校针对该课程为学生提供最新发展的高级计算机、统计与数学课程;

  · 主要内容将覆盖大数据的融合、分析与应用的开发技术;

  · 提供与多行业的交叉联系、培养就业竞争力及大型系统的组合与集成的能力;

  · 与大数据专家亲密接触,有机会亲身参与系里现有的大数据研究项目。

  课程list:

  For the Master of Data Science 32 units comprising -

  . 14 units, being all compulsory courses in Part A; and

  i. at least 6 units from Part B1; and

  ii. at least 6 units from Part B2; and

  iii. the balance from electives being courses in Part C or other courses approved by the Executive Dean.

  Part A Compulsory - 14 units including all of

Course Code

Units

Course Title

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 - at least 6 units from

Course Code

Units

Course Title

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 - at least 6 units from

Course Code

Units

Course Title

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 Electives - balance from

Course Code

Units

Course Title

ACCT7101

2

Accounting

BINF6000

2

Concepts in Bioinformatics

BINF6001

2

Introduction to Proteins and Nucleic Acids

BINF7000

2

Advanced Bioinformatics

BINF7001

2

Advanced Genome Informatics

COMP7500

2

Advanced Algorithms & Data Structures

COMP7505

2

Algorithms & Data Structures

COMP7702

2

Artificial Intelligence

COSC7500

2

Numerical Methods in Computational Science

COSC7502

2

High-Performance Computing

COSC7504

2

Introduction to Computational Biology

CSSE7023

2

Advanced Software Engineering

DECO7110

2

Design Thinking

ECON7310

2

Elements of Econometrics

ECON7350

2

Applied Econometrics for Macroeconomics and Finance

ECON7390

2

Financial Econometrics

FINM7401

2

Finance

FINM7403

2

Portfolio Management

MATH7039

2

Financial Mathematics

MATH7049

2

Computation in Financial Mathematics

MATH7091

2

Financial Calculus

MKTG7501

2

Fundamentals of Marketing

MKTG7503

2

Consumer & Buyer Behaviour

MKTG7510

2

Market & Consumer Research

PUBH7600

2

Introduction to Epidemiology

PUBH7630

2

Introduction to Biostatistics

STAT7174

2

Applications of Computational Statistics

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


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