Enroll by January 11
Classes start on January 11, 2027.
Up to 12 months
9 credits, 6-9 hours per week per course.
Under $5,000 USD
$489 per credit, with pay-as-you-go tuition for each course.
100% online
Lecture videos, hands-on projects, and connection with instructors and peers.
Advance Your AI Expertise with the Theory and Ethics to Build and Lead Responsible AI Systems
Deepen your technical understanding of AI
Build advanced knowledge of algorithms, artificial intelligence concepts, and computational structures that power modern AI systems.
Learn to design and evaluate responsible AI
Develop practical frameworks for addressing bias, fairness, accountability, and the societal impact of AI technologies.
Continue your pathway to a master’s degree
Apply your coursework directly toward Ball State’s MS in Computer Science and gain admission through performance-based admissions.
Program description
Overview
The AI Theory and Ethics Graduate Certificate is designed for learners who are ready to move beyond foundational skills and deepen their understanding of artificial intelligence.
Through three graduate-level courses, you will explore the mathematical and computational structures that support AI systems, along with the ethical frameworks required to apply them responsibly. You will gain a stronger understanding of how AI systems are designed, how they make decisions, and how to evaluate their impact in real-world contexts.
This certificate is part of Ball State’s structured AI learning pathway and prepares you for advanced coursework and continued progress toward a master’s degree.
Required background
This is an intermediate-level program.
Learners should have foundational knowledge in programming, data analytics, or computer science, or have completed Ball State’s AI Foundations: Data Analytics and Machine Learning Graduate Certificate. This background ensures you are prepared to engage with more advanced theoretical and technical concepts.
Skills you will gain
- Advanced understanding of algorithms and computational structures
- Core concepts in artificial intelligence and intelligent systems
- Ethical frameworks for responsible and human-centered AI
- Ability to evaluate AI systems for bias, fairness, and accountability
- Understanding of AI’s societal and organizational impact
- Foundations for advanced AI and machine learning coursework
3 courses, each worth 3 credits, for a total of 9 credits
Course 1 of 3
CS 602 Discrete Structures and Algorithms
Overview
Strengthen your computational thinking with the mathematical frameworks that underpin AI and machine learning systems.
Course 2 of 3
CS 626 Topics in Artificial Intelligence
Overview
Explore advanced AI concepts, including problem-solving, knowledge representation, and intelligent system design.
Course 3 of 3
CS 603 Responsible and Human-Centered AI
Overview
Examine the ethical dimensions of AI development: fairness, accountability, bias, transparency, and the real-world societal impacts of intelligent technologies.
Earn credit towards a Masters degree from Ball State University, offered 100% online.
Successfully completing the AI Theory and Ethics Graduate Certificate allows you to apply up to 9 credits toward the Master of Science in Computer Science at Ball State University. To be eligible for Performance-Based Admissions, you must complete the certificate and earn a cumulative GPA of 3.0 or higher.
This certificate is part of a stackable learning pathway that allows you to build skills progressively and advance into a full master’s degree without traditional admissions barriers.

Certificate
AI Theory and Ethics
AI Theory and Ethics Certificate Earn Credit Towards:

