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The Minor in Machine Learning (ML) and Artificial Intelligence (AI) provides students with a strong foundation in the computational methods that power modern intelligent systems.  This program introduces students to core concepts in machine learning, data-driven decision-making, and the design of AI‑enabled applications.

Students gain practical experience with industry‑standard tools and programming languages while exploring the theory behind algorithms used in classification, prediction, natural language processing, vision, and automation. The curriculum emphasizes ethical and responsible AI development, preparing students to understand the societal impact of emerging technologies and to apply AI methods thoughtfully across a wide range of disciplines.

Career Paths

A Minor in Machine Learning and Artificial Intelligence prepares students for a wide range of emerging career opportunities across technology, business, science, and the creative industries. As AI continues to transform nearly every sector, employers increasingly seek graduates who understand how to design, evaluate, and apply intelligent systems.

Students completing this minor may pursue roles such as:

• Machine Learning Engineer (entry‑level) – supporting model development, training, and evaluation.
• Data Scientist / Data Analyst – applying machine learning methods to extract insights from data.
• AI Application Developer – integrating AI tools and APIs into software, automation workflows, and user‑facing products.
• Business or Product Analyst – using predictive analytics to guide decision‑making and strategy.
• Research Assistant in AI or Data Science – supporting academic or industry research teams.
• Cybersecurity Analyst – leveraging pattern detection and anomaly‑based models for threat identification.
• Domain‑Specific Roles Enhanced by AI Expertise – including healthcare informatics, digital marketing, finance, communications, environmental science, and more.