These are my homework submissions for AMATH 582, Computational Methods for Data Analysis. Below is a description of each homework assignment and the methods used.
Homework 1: Fourier analysis and filtering
Homework 2: Gabor Transform and Spectrograms
Homework 3: Motion Tracking and Principal Component Analysis
Homework 4: Principal Component Analysis, SVD Analysis, Linear Discriminant Analysis
Final Project: Wavelet transform, spectrograms and windowing functions applied to tsunami data