Data Science

• DSCI 5001 Statistical Inference for Data Science (propaedeutic)
• DSCI 5002 Basics of Python and R (propaedeutic)
• DSCI 5003 Linear Algebra for Regression Analysis (propaedeutic)
• DSCI 6601 Practical Machine Learning
• DSCI 6602 Deep Learning and Artificial Intelligence
• DSCI 6607 Programmatic Data Analysis Using Python and R
• DSCI 6690 Data Science Case Study Series (2 credit hours)
• DSCI 695A/B Capstone Project (2 credit hours)

Statistics

• STAT 6519 Regression Models
• STAT 6559 Statistical Exploration of Data

Business

• BUSI 8025 Information Systems
• BUSI 9021 Data Management
• BUSI 9022 Information Systems Analysis and Design
• BUSI 9912 Probabilistic Models

Computer Science

• COMP 6907 Data Mining Techniques and Methodology
• COMP 6908 Database Technology and Applications
• COMP 6917 Complex Networks

Mathematics

• MATH 6100 Dynamical Systems
• MATH 6201 Numerical Methods for Time-Dependent Differential Equations
• MATH 6202 Nonlinear and Linear Optimisation
• MATH 6204 Iterative Methods in Numerical Linear Algebra
• MATH 6210 Numerical Solutions of Differential Equations
• MATH 6351 Advanced Linear Algebra

Medicine

• MED 6260 Applied Data Analysis for Clinical Epidemiology
• MED 6278 Advanced Biostatistics for Health Research

Statistics

• STAT 6503 Stochastic Processes
• STAT 6505 Survival Analysis
• STAT 6530 Longitudinal Data Analysis
• STAT 6545 Computational Statistics
• STAT 6561 Categorical Data Analysis
• STAT 6563 Sampling Theory
• STAT 6564 Experimental Designs
• STAT 6571 Financial and Environmental Time Series
• STAT 6573 Statistical Genetics