This repository includes 5 projects in course AMATH 482: Computation Methods in Data Analysis
Couse 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.
Project 1: Applied Fourier Transform to Filter Noisy Data
Project 2: Garbor Transform for Time-Frequency Analysis
Project 3: Principle Component Analysis on Video
Project 4: Linear Discrimination Analysis on Music Classification
Project 5: Neuron Networks on Fashion MNIST Classification