健康数据分析硕士

生物统计学Biostatistics Studies

• Causal inference

  EPM5018

  6
• 导论生物信息学Introduction to Bioinformatics

  BMS5021

  6
• Regression modelling for biostatistics II

  EPM5028

  6
• Health indicators and health surveys

  EPM5001

  6
• 统计机器学习Statistical machine learning

  ETC5555

  6
• Bayesian statistical methods

  EPM5013

  6
• Diving deeply into data exploration

  ETC5521

  6
• 数据勘探与可视化Data exploration and visualisation

  FIT5147

  6
• Communicating with data

  ETC5523

  6
• 设计随机对照试验Design of randomised controlled trials

  EPM5007

  6
• Longitudinal and correlated data analysis

  EPM5008

  6

机器学习学Machine learning studies

• Data analysis for semi-structured data

  FIT5212

  6
• 机器学习Machine learning

  FIT5201

  6
• 基础人工智能Fundamentals of artificial intelligence

  FIT5047

  6

选修Machine learning elective studies

• Diving deeply into data exploration

  ETC5521

  6
• Regression modelling for biostatistics II

  EPM5028

  6
• 机器学习Machine learning

  FIT5201

  6
• 基础人工智能Fundamentals of artificial intelligence

  FIT5047

  6
• 导论数据库Introduction to databases

  FIT9132

  6
• Bayesian statistical methods

  EPM5013

  6
• Communicating with data

  ETC5523

  6
• 数据勘探与可视化Data exploration and visualisation

  FIT5147

  6
• Data analysis for semi-structured data

  FIT5212

  6
• 数据处理大数据Data processing for big data

  FIT5202

  6
• 深学习Deep learning

  FIT5215

  6
• 统计机器学习Statistical machine learning

  ETC5555

  6
• 自然语言处理Natural language processing

  FIT5217

  6

健康数据分析通识学Health data analytics general studies

• Health indicators and health surveys

  EPM5001

  6
• 自然语言处理Natural language processing

  FIT5217

  6
• 基础人工智能Fundamentals of artificial intelligence

  FIT5047

  6
• 高级R编程Advanced R programming

  ETC5450

  6
• 数据勘探与可视化Data exploration and visualisation

  FIT5147

  6
• Collaborative and reproducible practices

  ETC5513

  6
• Communicating with data

  ETC5523

  6
• Data analysis for semi-structured data

  FIT5212

  6
• Regression modelling for biostatistics II

  EPM5028

  6
• 数据处理大数据Data processing for big data

  FIT5202

  6
• Causal inference

  EPM5018

  6
• Bayesian statistical methods

  EPM5013

  6
• 设计随机对照试验Design of randomised controlled trials

  EPM5007

  6
• Longitudinal and correlated data analysis

  EPM5008

  6
• 导论生物信息学Introduction to Bioinformatics

  BMS5021

  6
• 导论数据库Introduction to databases

  FIT9132

  6
• 统计机器学习Statistical machine learning

  ETC5555

  6
• 深学习Deep learning

  FIT5215

  6
• 机器学习Machine learning

  FIT5201

  6
• Applied forecasting

  ETC5550

  6
• Diving deeply into data exploration

  ETC5521

  6

部分基础学Part A. Foundation studies

• Introduction to Python programming

  FIT9136

  6
• 统计数据建模Statistical data modelling

  FIT5197

  6
• 入门流行病学Introductory epidemiology

  MPH5040

  6
• 数学基础生物统计Mathematical foundations for biostatistics

  EPM5026

  6
• Programming principles for health data analytics using Python

  EPM5033

  6
• 导论数据分析Introduction to data analysis

  ETC5510

  6
• Regression modelling for biostatistics 1

  EPM5027

  6
• Data wrangling

  FIT5196

  6
• 导论健康数据分析Introduction to health data analytics

  EPM5029

  6
• Principles of statistical inference

  EPM5003

  6

部分B.应用学Part B. Applied studies

• 专业实践发展Professional practice development

  MPH5289

  6
• 导论机器学习Introduction to machine learning

  ETC5250

  6
• 健康数据分析项目Health data analytics project

  EPM5031

  6
• 人类健康与疾病过程Human health and disease processes

  EPM5030

  6
• Applied health data analytics group case study

  EPM5032

  6