数据科学（课程）硕士

课程结构Course structure

• Computational Thinking with Python

  CITS1401

• Relational Database Management Systems

  CITS1402

• 统计学科学Statistics for Science

  STAT1400

• Regression Models for Data Science

  STAT2403

• 基础数据科学Fundamentals of Data Science

  CITS4009

• 机器学习Machine Learning

  CITS5508

• Data Science Capstone Project

  CITS5553

• 应用预测建模Applied Predictive Modelling

  STAT4064

• Bayesian Computing and Statistics

  STAT5405

• Open Source Tools and Scripting

  CITS4407

• 云计算机Cloud Computing

  CITS5503

• Data Warehousing

  CITS5504

• 高表演计算机High Performance Computing

  CITS5507

• 自然语言处理Natural Language Processing

  CITS4012

• 计算机视觉Computer Vision

  CITS4402

• 人工智能与适应性系统Artificial Intelligence and Adaptive Systems

  CITS4404

• 数据与信息技术研究项目部分Data and Information Technologies Research Project Part 1

  CITS5014

• 数据与信息技术研究项目部分Data and Information Technologies Research Project Part 2

  CITS5015

• 深学习Deep Learning

  CITS5017

• Multilevel and Mixed-Effects Modelling

  STAT4065

• 统计数据科学Statistical Data Science

  STAT5061

• 数据叙事Data Storytelling

  BUSN5003

• 计算建模Computational Modelling

  CITS4403

• Agile Web Development

  CITS5505

• 互联网物联The Internet of Things

  CITS5506

• 商业智能Business Intelligence

  INMT5526

• 数据分析与决策制作Data Analysis and Decision Making

  MGMT5504

• Computationally Intensive Methods in Statistics

  STAT4063

• McCusker Centre for Citizenship Internship

  SVLG5001