Foundations of AI & Machine Learning
Core theory and methods of machine learning, deep learning, optimization, and the mathematics that make modern AI work.
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Sample research cluster description and topics for demonstration.
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Research in this area develops the algorithms and mathematical understanding behind modern artificial intelligence — from statistical learning theory to deep neural networks and optimization.