数据分析硕士

课程结构Programme structure

• 概率（层级M）Probability (Level M)

  STATS5024

• Regression Models (Level M)

  STATS5025

• Statistical Inference (Level M)

  STATS5028

• 数据库与数据分析（M）Databases and Data Analytics (M)

  COMPSCI5076

• Introduction to statistical programming in R and Python

  STATS5103

• 高级预测模型Advanced Predictive Models

  STATS5098

• Bayesian Statistics (Level M)

  STATS5014

• 大数据分析（层级M）Big Data Analytics (Level M)

  STATS5016

• 数据分析技能（层级M）Data Analysis Skills (Level M)

  STATS5085

• 数据采矿与机器学习Data Mining and Machine Learning

  STATS5099

• 信息可视化（M）Information Visualisation (M)

  COMPSCI5099

• 环境与生态统计学（层级M）Environmental and Ecological Statistics (Level M)

  STATS5031

• 空间统计学（层级M）Spatial Statistics (Level M)

  STATS5012

• 统计遗传学（层级M）Statistical Genetics (Level M)

  STATS5011

• 功能数据分析（层级M）Functional Data Analysis (Level M)

  STATS5056

• Principles of Designed Experiments and Surveys (Level M)

  STATS5017

• 统计学项目与学位论文Statistics Project and Dissertation

  STATS5029P

• 统计学项目与学位论文（实习）Statistics Project and Dissertation (with Placement)

  STATS5090P

Accepted modules

• Calculus
• 复杂分析Complex Analysis
• 离散数学Discrete Mathematics
• 计量经济学Econometrics
• Group Theory (Or Groups)
• Linear Algebra
• 数学分析Mathematical Analysis
• 数学Mathematics
• 力学Mechanics
• Multivariate Statistical Analysis
• 数值分析数学Numerical Analysis Mathematics
• Ordinary Differential Equations
• Partial Differential Equations
• 概率Probability
• 不动产分析Real Analysis
• Real Variable function
• 统计学Statistics
• Stochastic Methods
• 拓扑Topology