/WI2022-AMATH582-ComputationalMethodsforDataAnalysis

Coursework completed for WI2022 AMATH 582 Computational Methods for Data Analysis

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AMATH 582 Computational Methods for Data Analysis

Course description

Exploratory and objective data analysis methods applied to the physical, engineering, and biological sciences. Brief review of statistical methods and their computational implementation for studying time series analysis, spectral analysis, filtering methods, principal component analysis, orthogonal mode decomposition, and image processing and compression.

Homework

I. Finding submarines
II. Classifying digits
III. Qualifying red wine
IV. Clasifying politicians
V. Compressed Image Recovery