Fall 2025
- DSAN 5000: Introduction to Data Analytics (Core)
- DSAN 5100: Probabilistic Modeling and Statistical Computing (Core)
- DSAN 5400: Computational Linguistics (Elective)
- DSAN 5550: Data Science and Climate Change (Elective)
- DSAN 5600: Applied Time Series (Elective)
- DSAN 5800: Advanced Natural Language Processing (Elective)
- DSAN 6000: Big Data and Cloud Computing (Core)
- DSAN 6150: Biological and Biomedical Data Science (Elective)
- DSAN 6300: Database Systems and SQL (Elective)
- DSAN 6600: Neural Nets and Deep Learning (Elective)
- DSAN 6650: Reinforcement Learning (Elective)
- DSAN 6700: Machine Learning App Deployment (Elective)
- DSAN 6750: Geographic Information Systems (Elective)
- DSAN 7000: Capstone Project (Elective)
Spring 2026
- DSAN 5200: Advanced Data Visualization (Core)
- DSAN 5300: Statistical Learning (Core)
- DSAN 5400: Computational Linguistics – Advanced Python (Elective)
- DSAN 5450: Data Ethics and Policy (Elective)
- DSAN 5500: Data Structures, Objects, and Algorithms in Python (Elective)
- DSAN 5550: Data Science and Climate Change (Elective)
- DSAN 5900: Digital Storytelling (Elective)
- DSAN 6500: Computer Vision Analytics & Generative Image Modeling (Elective)
- DSAN 6550: Adaptive Measurement (Elective)
- DSAN 6600: Neural Networks and Deep Learning (Elective)
- DSAN 6725: Applied Generative AI for AI Developers (Elective)
- DSAN 6850: NLP with Large Language Models (Elective)
Summer 2026
- DSAN 5650: Causal Inference for Computational Social Science (Elective)
- DSAN 6400: Network Analytics (Elective)
NOTE: Course schedules are subject to change before each semester begins.