核心课程：
Data Management and Processing
DS 5110Introduction to Data Management and Processing
Algorithms
CS 5800 Algorithms
EECE 7205 Fundamentals of Computer Engineering
Machine Learning and Data Mining
DS 5220Supervised Machine Learning and Learning Theory
DS 5230Unsupervised Machine Learning and Data Mining4
Presentation and Visualization
DS 5500Capstone: Applications in Data Science
选修课
Khoury College of Computer Sciences
Foundations of Artificial Intelligence
Reinforcement Learning and Sequential Decision Making
Database Management Systems
Robotic Science and Systems
Computer/Human Interaction
Web Development
Natural Language Processing
Information Retrieval
Large-Scale Parallel Data Processing
Empirical Research Methods
Fundamentals of Cloud Computing
Building Scalable Distributed Systems
Advanced Machine Learning
Deep Learning
Special Topics in Artificial Intelligence
Statistical Methods for Computer Science
Information Visualization: Theory and Applications
Special Topics in Database Management
Special Topics in Data Science
College of Engineering
Time Series and Geospatial Data Sciences
Special Topics in Civil Engineering
Statistical Inference: An Introduction for Engineers and Data Analysts
Computer Vision
High-Performance Computing
Introduction to Machine Learning and Pattern Recognition
Information Theory
Advanced Computer Vision
Advanced Machine Learning
Data Mining in Engineering
Statistical Methods in Engineering
College of Social Sciences and Humanities
Applied Econometrics
Dynamic Modeling for Environmental Decision Making
Big Data for Cities
Geographic Information Systems for Urban and Regional Policy
Urban Theory and Science
Advanced Spatial Analysis of Urban Systems
College of Science
Advanced Spatial Analysis
Network Science 1
Statistical Physics
Computational Physics
Bouvé College of Health Sciences
Introduction to Epidemiology
Biostatistics in Public Health
Social Epidemiology
College of Arts, Media and Design
Game Design and Analysis
Data-Driven Player Modeling
