ECE-475-Frequentist-Machine-Learning-Projects

This is a repo for projects for ECE-475 at Cooper Union

Table of Contents

Project 1: A data analysis and visualization on Citibike history data

Project 2: A simple Python implementation of regular linear regression ridge regression and lasso.

Project 3: A Python implementation of logistic regression with SGD. A simple dataset was taken to demonstrate the results.