University at Buffalo 3 credits Mathematics
This course provides an introduction to forefront data-analysis methodology in which mathematics plays a crucial role. Topics to be covered may include PageRank, community detection, spectral clustering, manifold learning, randomized algorithms, persistent homology, tensor decompositions, and deep learning. Students will be required to complete both mathematical and Python-based coding assignments.
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