莫纳什大学的数据科学专业将会教授学生，如何探索数据以及发现数据的潜力，如何在遇到真正的科学、商业、政府难题时寻找创意性的解题思路。通过这个课程，学生将获得数据科学硕士学位，同时掌握数据管理、数据分析、数据处理的技能。
莫纳什大学数据科学专业课程
Part A. 高级数据科学研究基础课程 (24 points)
a. 18 points
FIT9132 Introduction to databases
FIT9133 Programming foundations in Python
MAT9004 Mathematical foundations for data science
b. 6 points
FIT9123 Introduction to business information systems
FIT9134 Computer architecture and operating systems
Part B. 硕士课程核心学习 (48 points)
a. 18 points
FIT5145 Introduction to data science
FIT5196 Data wrangling
FIT5197 Modelling for data analysis
数据科学方向
b. 24 points
FIT5097 Business intelligence modelling
FIT5146 Data curation and management
FIT5147 Data exploration and visualisation
FIT5148 Distributed databases and big data
FIT5149 Applied data analysis
FIT5202 Data processing for big data
FIT5205 Data in society
FIT5206 Digital continuity
c. 6 points
从上述b表中选修1门，或下面的数据科学选修课程清单中选修1门，或其他认可的选修课程1门
高级数据分析方向
b. 24 points
FIT5147 Data exploration and visualisation
FIT5148 Distributed databases and big data or FIT5202 Data processing for big data
FIT5149 Applied data analysis
FIT5201 Data analysis algorithms
c. 6 points
从下面的数据科学选修课程清单中选修1门，或其他认可的选修课程1门
数据科学选修课程清单：
FIT5046 Mobile and distributed computing systems
FIT5047 Intelligent systems
FIT5057 Project management
FIT5088 Information and knowledge management systems
FIT5097 Business intelligence modelling
FIT5106 Information organisation
FIT5107 Managing business records
FIT5108 Reading unit (approval required)
FIT5109 Research topic (approval required)
FIT5139 Advanced distributed and parallel systems
FIT5142 Advanced data mining
FIT5146 Data curation and management
FIT5166 Information retrieval systems
FIT5195 Business intelligence and data warehousing
FIT5201 Data analysis algorithms
FIT5202 Data processing for big data
FIT5204 Heritage informatics
FIT5205 Data in society
FIT5206 Digital continuity
FIT5207 Data for sustainability
FIT5211 Algorithms and data structures
FIT5212 Data analysis for semi-structured data
Part C. 高级实践 (24 points)
完成a或者b
a. 辅修论文研究
FIT5125 IT research methods
FIT5126 Masters thesis part 1
FIT5127 Masters thesis part 2
FIT5128 Masters thesis final
b. 工业实践:
FIT5120 Industry experience studio project (12 points)
FIT5122 Professional practice
莫纳什大学数据科学专业入学要求
1.学术要求：
均分要求：
不区分985/211/双非，均分75%
背景专业要求：
2年制：本科任何专业
1.5年制：本科相关专业
1年制：四年制荣誉本科相关专业
相关专业是指本科信息技术相关专业，学过编程、数据库、大一数学或统计
2.语言要求：
雅思：总分6.5，单项6
托福：总分79，写作21，口语18，阅读13，听力12
PTE：58，单项50
