Concentrations Within the Information Security Policy and Management Program
Information Security Policy and Management students can elect to focus their coursework in a concentrated area of study. A concentration is not required for graduation, but rather is intended to help students further develop their passion for, and expertise in, a particular domain.
AREAS OF CONCENTRATION
Heinz College offers the following defined concentration that expands upon the Information Security Policy and Management core curriculum:
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Artificial intelligence is transforming how organizations deliver services, make decisions and address societal challenges. This concentration prepares students to understand, design and govern AI systems that are effective, ethical and aligned with the public interest.
Students in this concentration gain both conceptual and applied skills to manage the lifecycle of AI solutions, from development and deployment to oversight and accountability. Courses emphasize the technical foundations of AI and machine learning alongside critical considerations of ethics, governance and responsible innovation. Graduates will be ready to lead AI strategy in government, nonprofits, and industry, shaping systems that drive impact while safeguarding equity and trust.
Course examples include:
- AI Engineering for Policy and Climate Mitigation and Resilience
- AI, Ethics, and Humanity
- Demystifying AI
- Responsible AI - Fundamentals, Policy, and Implementation
- Fundamentals of Operationalizing AI
- Generative AI Lab
- Machine Learning for Public Policy Lab
Graduates of this concentration are equipped to bridge the gap between technology and policy, guiding the responsible integration of AI into decision-making processes that shape the future of society.
Questions about concentrations can be directed to the Admissions office at 412-268-2164, or hnzadmit@andrew.cmu.edu.