Mathematical Aspects of Data Analysis (MATH-0123)

Fall 2023 · MATH 0123 · Tufts University · 3 credits · Undergraduate

Dimension reduction and data compression via principal component analysis, and the singular value decomposition; k-means clustering; clustering via diffusion on weighted graphs; support vector machines; tensor data analysis; kernel trick. Homework includes programming. Prerequisite: MATH 42, and MATH 70 or MATH 72. Some prior programming experience desirable, but not required.

Course codes: MATH-0123, MATH 0123, MATH0123, MATH-123, MATH 123, MATH123

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