Artificial Intelligence (Minor)

Required Courses

Core Courses

Foundations of AI: Machine Learning

Select one of the following:

1. CS 3780

   Introduction to Machine Learning

   As published: “Introduction to Machine Learning (formerly CS 4780)”
   4
2. ECE 3200

   Foundations Machine Learning
   4
3. ORIE 3741

   Learning with Big Messy Data

   As published: “Learning with Big Messy Data (formerly ORIE 4741)”
   4
4. STSCI 3740

   Data Mining and Machine Learning

   As published: “Data Mining and Machine Learning (formerly STSCI 4740)”
   4

Foundations of AI: Reasoning

1. CS 3700

   Foundations of AI Reasoning and Decision-Making

   As published: “Foundations of AI Reasoning and Decision-Making (formerly CS 4700)”
   3

Foundations of AI: Human-AI Interaction 1

1. INFO 3160

   AI-Assisted Programming Design
   3
2. INFO 4240

   Designing Technology for Social Impact

   or: STS 4240 Designing Technology for Social Impact
   4
3. INFO 4470

   Human-AI Interaction Design
   3
4. INFO 4940

   Special Topics in Information Science

   As published: “Special Topics in Information Science (Designing AI Products and Services or Human-AI Interaction Design) 1”
   1-4

Designing AI Products and Services

Foundations of AI: Ethics, Governance & Policy

1. Select one of the following:

   Not resolved to a course
   3
2. ENGRG 3605

   Ethics of Computing and Artificial Intelligence Technologies

   As published: “Ethics of Computing and Artificial Intelligence Technologies 2”

   or: PHIL 2473 Ethics of Computing and Artificial Intelligence Technologies

   or: STS 3605 Ethics of Computing and Artificial Intelligence Technologies
   3
3. INFO 1210

   Political Economy of Technology
   3
4. INFO 1260

   Choices and Consequences in Computing

   As published: “Choices and Consequences in Computing 2”

   or: CS 1340 Choices and Consequences in Computing
   3
5. INFO 4210

   Artificial Intelligence: Law, Ethics, and Policy

   or: PUBPOL 4210 Artificial Intelligence: Law, Ethics, and Policy
   3

Electives

Select two of the following:

1. BIONB 3500

   NeuroAI: Bridging Brains and AI
   3
2. BME 4790

   Modern Applications of Machine Learning and Artificial Intelligence for Biomedical Applications
   3
3. CS 4670

   Introduction to Computer Vision
   4
4. CS 4701

   Practicum in Artificial Intelligence
   2
5. CS 4740

   Natural Language Processing

   or: COGST 4740 Natural Language Processing

   or: LING 4474 Natural Language Processing
   4
6. CS 4750

   Foundations of Robotics

   or: ECE 4770 Foundations of Robotics

   or: MAE 4760 Foundations of Robotics
   4
7. CS 4756

   Robot Learning
   4
8. CS 4782

   Introduction to Deep Learning
   4
9. CS 4783

   Mathematical Foundations of Machine Learning
   4
10. CS 4787

    Principles of Large-Scale Machine Learning Systems
    4
11. CS 4789

    Introduction to Reinforcement Learning
    3
12. CS 4860

    Applied Logic

    or: MATH 4860 Applied Logic
    3
13. ECE 4160

    Fast Robots
    4
14. ENGRG 3605

    Ethics of Computing and Artificial Intelligence Technologies

    As published: “Ethics of Computing and Artificial Intelligence Technologies 2”

    or: PHIL 2473 Ethics of Computing and Artificial Intelligence Technologies

    or: STS 3605 Ethics of Computing and Artificial Intelligence Technologies
    3
15. INFO 1170

    AI in Organizations
    3
16. INFO 1260

    Choices and Consequences in Computing

    As published: “Choices and Consequences in Computing 2”

    or: CS 1340 Choices and Consequences in Computing
    3
17. INFO 3160

    AI-Assisted Programming Design

    As published: “AI-Assisted Programming Design 3”
    3
18. INFO 3350

    Text Mining History and Literature
    3
19. INFO 3950

    Advanced Data Analytics
    3
20. INFO 4120

    Ubiquitous Computing
    3
21. INFO 4300

    Language and Information
    3
22. INFO 4240

    Designing Technology for Social Impact

    As published: “Designing Technology for Social Impact 3”

    or: STS 4240 Designing Technology for Social Impact
    4
23. INFO 4260

    Computing On Earth: Planetary Dimensions and Consequence of Computing

    or: STS 4260 Computing On Earth: Planetary Dimensions and Consequence of Computing
    3
24. INFO 4300

    Language and Information

    or: CS 4300 Language and Information
    3
25. INFO 4310

    Interactive Information Visualization
    3
26. INFO 4410

    Re-Designing Robots
    3
27. INFO 4470

    Human-AI Interaction Design

    As published: “Human-AI Interaction Design 3”
    3
28. INFO 4940

    Special Topics in Information Science
    1-4

Advanced NLP for Humanities Research

Applied Machine Learning: Methods and Applications

Designing AI Products and Services 3

Law, Policy, and Politics of AI

Neural Networks in Practice

1. ILRGL 4066

   Technological Change at Work

   or: AMST 4066 Technological Change at Work
   3
2. LING 4424

   Computational Linguistics I

   or: COGST 4240 Computational Linguistics I

   or: CS 4744 Computational Linguistics I
   4
3. LING 4434

   Computational Linguistics II - Interpreting Language Models

   or: CS 4745 Computational Linguistics II - Interpreting Language Models
   4
4. MAE 4180

   Autonomous Mobile Robots

   or: CS 4758 Autonomous Mobile Robots

   or: ECE 4180 Autonomous Mobile Robots
   3
5. MAE 4810

   Robot Perception

   or: ECE 4240 Robot Perception
   3
6. NBA 4920

   AI for Business Applications
   1.5-3
7. ORIE 3320

   Optimization for AI
   4
8. ORIE 4160

   Topics in Data Science and OR
   3
9. ORIE 4740

   Statistical Data Mining I
   4
10. ORIE 4742

    Info Theory, Probabilistic Modeling, and Deep Learning with Scientific and Financial Apps
    3
11. ORIE 4570

    Reinforcement Learning with Operations Research Applications
    3
12. PHIL 2621

    Minds and Machines

    or: COGST 2621 Minds and Machines
    3
13. PUBPOL 2120

    Disruptive and Emerging Technologies: Policy and Practice
    3
14. PUBPOL 3520

    Economic and Policy Implications of Artificial Intelligence
    3
15. PUBPOL 4210

    Artificial Intelligence: Law, Ethics, and Policy

    As published: “Artificial Intelligence: Law, Ethics, and Policy 2”

    or: INFO 4210 Artificial Intelligence: Law, Ethics, and Policy
    3
16. STSCI 4030

    Linear Models with Matrices
    4
17. STSCI 4520

    Statistical Computing
    4
18. STSCI 4750

    Understanding Machine Learning
    4