Distributed Systems 10 credits
Machine Learning 10 credits
Information Visualization 10 credits
Big Data Systems 15 credits
Data Management 15 credits
Bio-Inspired Computing 15 credits
Knowledge Representation and Reaso
ning 15 credits
Systems Programming 15 credits
Algorithms 15 credits
Practical Programming 15 credits
Data Mining and Text Analytics 15 credits
Cloud Computing 15 credits
Semantic Technologies and Applications 15 credits
Image Analysis 15 credits
Scheduling 15 credits
Scientific Computation 15 credits
Graph Theory: Structure and Algorithms 15 credits
Geographic Data Visualisation & Analysis 15 credits
Applied Population and Demographic Analysis 15 credits
Big Data and Co
nsumer Analytics 15 credits
Predictive Analytics 15 credits
Applied GIS and Retail Modelling 15 credits
Effective Decision Making 15 credits
Advanced Management Decision Making 15 credits
Business Analytics and Decision Science 15 credits
Forecasting and Advanced Business Analytics 15 credits
Linear Regression and Robustness 15 credits
Statistical Theory 15 credits
Stochastic Financial Modelling 15 credits
Multivariate Analysis 10 credits
Time Series 10 credits
Bayesian Statistics 10 credits
Generalised Linear Models 10 credits
Introduction to Statistics and DNA 10 credits
Statistical Theory and Methods 15 credits
Statistical Learning 15 credits
Multivariate Methods 15 credits
Multivariate and Cluster Analysis 15 credits
Time Series and Spectral Analysis 15 credits
Bayesian Statistics and Causality 15 credits
Generalised Linear and Additive Models 15 credits
Statistical Computing 15 credits
Statistics and DNA 15 credits
Informatics in Health Care 15 credits
Process Modelling, Benefits and Change 15 credits
Clinical Knowledge Management and Decision Support Systems 15 credits
Mobile Health 15 credits
2.必修课:
Data Science 15 credits
Learning Skills through Case Studies 15 credits
Dissertation in Data Science and Analytics 60 credits
