Academic Courses

Academic Courses

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Discover Artificial Intelligence Courses

Artificial intelligence is incorporated into disciplines and courses across the curriculum, from the health, physical and social sciences to engineering, business, law, and beyond.

This list of AI-related courses is continually being updated. If you believe there is a course that should be included, please let us know by submitting the details to our Contact Us form. We value your input and look forward to enhancing this resource based on your recommendations.

Find AI Courses

Course

BAT205- Engineering Analytics and Problem-Solving Using Python

Department

Biosystems Engineering

Units

3

Level

Undergraduate

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BAT502 - Fundamentals of Computing in Biosystems Analytics

Biosystems Engineering

3

Graduate

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BE485 - Remote Sensing Data and Methods

Biosystems Engineering

3

Undergraduate

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BE585 - Remote Sensing Data and Methods

Biosystems Engineering

3

Graduate

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PFFP470 - Financial Technology for Financial Planners

Family and Consumer Sciences

3

Undergraduate

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Course

BME578 - Artificial Intelligence for Health and Medicine

Department

Biomedical Engineering

Units

3

Level

Graduate

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ECE523 - Engineering Applications of Machine Learning and Data Analytics

Electrical & Computer Engr

3

Graduate

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ECE479 - Principles of Artificial Intelligence

Electrical & Computer Engr

3

Undergraduate

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ECE579 - Principles of Artificial Intelligence

Electrical & Computer Engr

3

Graduate

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ECE576A - Engineering of Computer-Based Systems

Electrical & Computer Engr

3

Graduate

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ECE252 - Introduction to Deep Learning: An Engineering Perspective

Electrical & Computer Engr

3

Graduate

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ECE425 - Introduction to Deep Learning: An Engineering Perspective

Electrical & Computer Engr

3

Undergraduate

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MNE459- Machine Learning for Mining Applications

Mining Geology and Geophysical Engineering

3

Undergraduate

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MNE559 - Machine Learning for Mining Applications

Mining Geology and Geophysical Engineering

3

Graduate

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FSWE411 - Software for Industrial Control Systems

Systems & Industrial Engr

3

Undergraduate

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FSWE511 - Software for Industrial Control Systems

Systems & Industrial Engr

3

Graduate

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SIE578 - Artificial Intelligence for Health and Medicine

Biomedical Engineering

3

Graduate

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SIE575 - Bayesian Machine Learning and Optimal Learning I

Systems and Industrial Engineering

3

Graduate

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SIE433 - Fundamentals of Data Science for Engineers

Systems and Industrial Engineering

3

Undergraduate

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SIE533 - Fundamentals of Data Science for Engineers

Systems and Industrial Engineering

3

Graduate

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Course

APCV361 - Data Analysis and Visualization

Department

Applied Science

Units

3

Level

Undergraduate

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APCV471 - Data Analysis and Visualization

Applied Science

3

Undergraduate

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APCV371 - Introduction to Artificial Intelligence in Cyber

Applied Science

3

Undergraduate

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CYBV680 - Advanced Computational Propaganda

Applied Science

3

Graduate

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CYBV482 - Computational Propaganda

Applied Science

3

Undergraduate

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CYBV535 - Secure Critical Infrastructures with Artificial Intelligence

Applied Science

3

Graduate

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ESOC429 - AI and the Art & Design of Learning

Information Science

3

Undergraduate

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ESOC428 - Applied AI Literacies in Information Practice

Information Science

3

Undergraduate

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ESOC200 - Visual Content Creation for the Information Age

Information Science

3

Undergraduate

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GAME452 - Advanced Game Development

Information Science

3

Undergraduate

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GAME425 - Algorithms for Games

Information Science

3

Undergraduate

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GAME426 - Game Artificial Intelligence

Information Science

3

Undergraduate

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GAME526 - Game Artificial Intelligence

Information Science

3

Graduate

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INFO552 - Advanced Game Development

Information Science

3

Graduate

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INFO621 - Advanced Machine Learning Applications

Information Science

3

Graduate

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INFO525 - Algorithms for Games

Information Science

3

Graduate

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INFO402 - Data Ethics

Information Science

3

Undergraduate

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INFO502 - Data Ethics

Information Science

3

Graduate

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INFO523 - Data Mining and Discovery

Information Science

3

Graduate

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INFO521 - Introduction to Machine Learning

Information Science

3

Graduate

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INFO550 - Artificial Intelligence

Information Science

3

Graduate

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INFO557 - Neural Networks

Information Science

3

Graduate

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ISTA321 -Data Mining and Discovery

Information Science

3

Undergraduate

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ISTA450 - Artificial Intelligence

Information Science

3

Undergraduate

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ISTA303 - Introduction to Creative Coding

Information Science

3

Undergraduate

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ISTA457 - Neural Networks

Information Science

3

Undergraduate

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ISTA331 - Principles and Practice of Data Science

Information Science

3

Undergraduate

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LIS529 - AI and the Art & Design of Learning

Information Science

3

Graduate

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LIS528 - Applied AI Literacies in Information Practice

Information Science

3

Graduate

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Course 

BSM441 - Diagnostic Technologies and Their Role in Healthcare

Department

College of Medicine Tucson

Units

3

Level
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MED850B - Artificial Intelligence, AI literacy and Medicine

College of Medicine Tucson

2

Undergraduate

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MEDI896C - Virtual and On-line Healthcare Education and Training

Medicine

2

 

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PSIO495T - Topics in Physiology- AI in Physiology and Medicine

Physiology

2

Undergraduate

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Course

ASTR502 - Data Mining and Machine Learning in Astronomy

Department

Astronomy

Units

2

Level

Graduate

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CSC296 - Special Topics in Computer Science (Introduction to Artificial Intelligence)

Computer Science

3

Undergraduate

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CSC396 - Special Topics in Computer Science (Introduction to Deep Learning with Applications to Natural Language Processing)

Computer Science

3

Undergraduate

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CSC480 - Principles of Machine Learning

Computer Science

3

Undergraduate

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CSC477 - Introduction to Computer Vision

Computer Science

3

Undergraduate

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CSC483 - Text Retrieval and Web Search

Computer Science

3

Undergraduate

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CSC496 - Special Topics in Computer Science - Reinforcement Learning

Computer Science

3

Undergraduate

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CSC535 - Probabilistic Graphical Models

Computer Science

3

Graduate

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CSC577 - Introduction to Computer Vision

Computer Science

3

Graduate

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CSC583 - Text Retrieval and Web Search

Computer Science

3

Graduate

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CSC585 - Algorithms for Natural Language Processing

Computer Science

3

Graduate

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CSC696H - Advanced Topics in Artificial Intelligence

Computer Science

3

Graduate

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CSC588 - Machine Learning Theory

Computer Science

3

Graduate

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CSC455 - Philosophy and Artificial Intelligence

Computer Science

3

Undergraduate

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CSC555 - Philosophy and Artificial Intelligence

Computer Science

3

Graduate

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CSC380 - Principles of Data Science

Computer Science

3

Undergraduate

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CSC580 - Principles of Machine Learning

Computer Science

3

Graduate

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DATA496T - Advanced Topics in Undergraduate Statistics & Data Science

Mathematics

3

Undergraduate

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DATA474 - Introduction to Statistical Machine Learning

Mathematics

3

Undergraduate

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DATA201 - Foundations of Data Science

Mathematics

3

Undergraduate

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MATH496T - Advanced Topics in Undergraduate Mathematics - Mathematics of Generative AI

Mathematics

3

Undergraduate

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MCB447 - Big Data in Molecular Biology and Biomedicine 

Molecular and Cellular Biology

3

Undergraduate

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MCB547 - Big Data in Molecular Biology and Biomedicine 

Molecular and Cellular Biology

3

Graduate

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MATH574M - Statistical Machine Learning

Mathematics

3

Graduate

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STAT571A -  Advanced Statistical Regression Analysis

Mathematics

3

Graduate

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Course

COGS555 - Philosophy and Artificial Intelligence

Department

Philosophy

Units

3

Level

Graduate

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GWS260 - Sex, Gender, and Technology

Gender & Women's Studies

3

Undergraduate

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HRTS598A - Human Rights and Technology Certificate Project

Social & Behavioral Sci Admin

3

Graduate

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LING582 - Advanced Statistical Natural Language Processing

Linguistics

3

Graduate

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LING529 - Human Language Technology I

Linguistics

3

Graduate

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LING539 - Statistical Natural Language Processing

Linguistics

3

Graduate

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LING150C1 - Linguistics in the Digital Age

Linguistics

3

Undergraduate

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LING578 - Speech Technology

Linguistics

3

Graduate

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LING696G - Topics in Computational Linguistics

Linguistics

3

Graduate

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PHIL455 - Philosophy and Artificial Intelligence

Philosophy

3

Undergraduate

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PHIL555 - Philosophy and Artificial Intelligence

Philosophy

3

Graduate

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PHIL201 - Consciousness and Cognition

Philosophy

3

Undergraduate

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PHIL206 - Ethics of Artificial Intelligence

Philosophy

3

Undergraduate

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SOC301A - Introduction to Computational Social Science

Sociology

3

Undergraduate

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Course

BNAN572 - Enterprise Artificial Intelligence for Business Strategies

Department

Business Analytics

Units

3

Level

Graduate

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ECON515 - Econometrics and Machine Learning

Economics

3

Graduate

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MIS584 - Big Data Technologies

Management Information Systems 

3

Graduate

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MIS563 - Statistical Machine Learning with Applications

Management Information Systems 

3

Graduate

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MIS548 - Introduction to Deep Learning

Management Information Systems 

3

Graduate

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MIS554 - Artificial Intelligence for Business Intelligence

Management Information Systems 

3

Graduate

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MIS555 - Artificial Intelligence for Cybersecurity

Management Information Systems 

3

Graduate

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MIS552 - Artificial Intelligence for Digital Platforms

Management Information Systems 

3

Graduate

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MIS553 - Artificial Intelligence in Healthcare

Management Information Systems 

3

Graduate

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MIS550 - Policy and Ethics of Artificial Intelligence for Business

Management Information Systems 

3

Graduate

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Course

SOC574C - Categorical Data Analysis

Department

Statistics

Units

3

Level

Graduate

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STAT574C - Categorical Data Analysis

Statistics

3

Graduate

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Course

LAW689D - Legal Practice in the Age of A.I. and Big Data

 

Department

College of Law

Units

2

Level
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Course

BIOS647 - Analysis of Categorical Data

Department

Epidemiology and Biostatistics

Units

3

Level

Graduate

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BIOS648 - Analysis of High Dimensional Data

Epidemiology and Biostatistics

3

Graduate

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BIOS576D - Data Management and the SAS Programming Language

Epidemiology and Biostatistics

3

Graduate

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HP401 - Artificial Intelligence and Healthcare

Health Professions

3

Undergraduate

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HP501 - Artificial Intelligence and Healthcare

Health Professions

3

Graduate

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HSD495 - Special Topics in Health Design - AI and Healthcare

Health Professions

3

Undergraduate

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HSD595 - Special Topics in Health Design - AI and Healthcare

Health Professions

3

Graduate

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Course

HNRS195H - Special Topics in Social Sciences - How is AI Affecting our World?

Department

Honors

Units

1

Level

Undergraduate

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