机器学习数学与统计学学士

第一学年Year 1

• 计算机科学1P（标准路径）Computing Science 1P (Standard Route)

  COMPSCI1001

• 计算机科学1F计算机基础Computing Science 1F - Computing Fundamentals

  COMPSCI1006

• 计算机科学1S系统Computing Science - 1S Systems

  COMPSCI1018

• 数学Mathematics 1

  MATHS1017

• 统计学1Y:导论统计学学习数据Statistics 1Y: Introduction to Statistics: Learning from Data

  STATS1002

• 统计学1Z:数据建模行动Statistics 1Z: Data Modelling in Action

  STATS1003

• Computing Science 1PX (Alternate Route)

  COMPSCI1017

• 计算机科学1CT导论计算思维Computing Science - 1CT Introduction to Computational Thinking

  COMPSCI1016

第二学年Year 2

• 人工智能2Y:知识表征与决策制作Artificial Intelligence 2Y: Knowledge Representation and Decision Making
• Algorithmic Foundations 2

  COMPSCI2003

• 算法与数据结构Algorithms & Data Structures 2

  COMPSCI2007

• Mathematics 2A: Multivariable Calculus

  MATHS2001

• Mathematics 2B: Linear Algebra

  MATHS2004

• 统计学2R:概率Statistics 2R: Probability

  STATS2002

• 统计学2X:概率二Statistics 2X: Probability II

  STATS2005

• 统计学2S:统计方法模型与计算机Statistics 2S: Statistical Methods, Models and Computing 1

  STATS2003

• 统计学2Y:统计方法模型与计算机Statistics 2Y: Statistical Methods, Models and Computing 2

  STATS2006

• 计算机科学Computing Science

第三学年Year 3

• 人工智能:机器学习Artificial Intelligence: Machine Learning
• 人工智能:深学习Artificial Intelligence: Deep Learning
• 4H:理论基础机器学习与深学习4H: Theoretical Foundations of Machine Learning and Deep Learning

  MATHS4120

• Regression Models

  STATS4015

• Generalised Linear Models
• Statistical Inference

  STATS4012

• Bayesian Statistics

第四学年Year 4

• 科学个体项目Science Individual Project
• 研究方法与技术（M）理科硕士Research Methods And Techniques (M) for MSci

  COMPSCI5025

第五学年Year 5 (MSci only)

• 科学个体研究项目Science Individual Research Project
• Project Research Readings In Computing Science (M)