DATA courses
67 courses · University of North Carolina at Chapel Hill · Fall 2026
- DATA 110 — Introduction to Data Science.1 section
- DATA 117 — AI Unlocked for Curious Minds.1 section
- DATA 120 — Ethics of AI and Societal Decision Making.1 section
- DATA 130 — Critical Data Literacy.1 section
- DATA 140 — Introduction to Data Structures and Management.1 section
- DATA 150 — Communication for Data Scientists.1 section
- DATA 215 — Computational Doing.1 section
- DATA 291 — Teaching Apprentice in Data Science.1 section
- DATA 317 — AI-Powered Exploration and Discovery.1 section
- DATA 320 — Human-Centered AI.1 section
- DATA 393 — Internship in Data Science.1 section
- DATA 395 — Mentored Research in Data Science.1 section
- DATA 420I — Lessons Learned from Failures of Data-Driven Systems in Society.1 section
- DATA 440 — Computational Methods For Data Science.1 section
- DATA 441 — Statistical and Mathematical Foundations of Data Science.1 section
- DATA 442 — System Design and Engineering.1 section
- DATA 481 — Data Science Practicum.1 section
- DATA 493 — Internship in Data Science.1 section
- DATA 495 — Mentored Research in Data Science.1 section
- DATA 496 — Directed Exploration in Data Science.1 section
- DATA 510 — Data Science Methodologies in Biological and Health Sciences.1 section
- DATA 520 — Research-Methods for Socially Responsible AI: An Ethical Expedition.1 section
- DATA 521 — Foundations in Artificial Intelligence.1 section
- DATA 522 — Practical Deep Learning Systems.1 section
- DATA 523 — Modeling and Data Mining For Artificial Intelligence.1 section
- DATA 540 — Introduction to Risk Management and Insurance.1 section
- DATA 541 — Natural Hazards and Financial Risk.1 section
- DATA 543 — Risk, Data Science and AI.1 section
- DATA 544 — Innovation in Risk Management and Insurance.1 section
- DATA 545 — Managing Risk, Return, and Reserves.1 section
- DATA 546 — Modeling Catastrophe Risk & Resilience.1 section
- DATA 590 — Special Topics in Data Science.1 section
- DATA 593 — Internship in Data Science.1 section
- DATA 693H — Honors Thesis in Data Science.1 section
- DATA 694H — Honors Thesis in Data Science.1 section
- DATA 701 — Mathematical Methods in Data Science.1 section
- DATA 703 — Introduction to Programming for Data Science.1 section
- DATA 705 — Statistical Foundations of Data Science.1 section
- DATA 707 — Introduction to Data Engineering.1 section
- DATA 709 — Designing Value-Aligned AI: Computational and Ethical Foundations.1 section
- DATA 710 — Foundations of Applied Data Science.1 section
- DATA 711 — Communication for Data Scientists.1 section
- DATA 712 — Professional Development for MS in Data Science Students.1 section
- DATA 713 — Professional Development for MS in Data Science Students.1 section
- DATA 714 — Professional Development for MS in Data Science Students.1 section
- DATA 715 — Advanced Databases for Data Science.1 section
- DATA 720 — Programming Methods for Data Science.1 section
- DATA 730 — Statistical Modeling and Inference for Data Science.1 section
- DATA 735 — Applied Causal Inference Methods in Data Science.1 section
- DATA 740 — Governance, Bias, and Ethics in Data Science and Artificial Intelligence.1 section
- DATA 750 — Mathematical Tools for Data Science.1 section
- DATA 760 — Visualization and Communication in Data Science.1 section
- DATA 766 — Leading Research Teams.1 section
- DATA 780 — Machine Learning.1 section
- DATA 785 — Deep Learning.1 section
- DATA 789 — Data Science & Artificial Intelligence in the Cloud.1 section
- DATA 790 — Advanced AI Frameworks in Production.1 section
- DATA 791 — Data Science Methods in Biological & Health Sciences.1 section
- DATA 792 — Spatiotemporal Methods in Data Science.1 section
- DATA 801 — Advanced Probabilistic Modeling for Data Science.1 section
- DATA 802 — Foundations of Machine Learning.1 section
- DATA 803 — Mathematical Foundations of Data Science.1 section
- DATA 810 — Interacting with Omics Data.1 section
- DATA 890 — Special Topics in Data Science.1 section
- DATA 992 — Master's (Non-Thesis).1 section
- DATA 993 — Master's Research and Thesis.1 section
- DATA 994 — Doctoral Research and Dissertation.1 section
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