AI Foundations
Core artificial intelligence and mathematics courses
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Probability theory, statistical inference, and Bayesian methods for AI.
2025-2026 Spring
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Multivariate calculus and optimization techniques used in AI algorithms.
2025-2026 Fall
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Essential linear algebra for machine learning: vectors, matrices, eigenvalues, and SVD.
2025-2026 ...
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Fundamental concepts of AI including search, knowledge, reasoning, and planning.
2025-2026 Fall