projects from COS 424: Fundamentals of Machine Learning, Spring 2021
Each assignment has an accompanying research report-style writeup and Jupyter notebook with the Python code used.
Homework 1: Classify tweets about Black Lives Matter as having either positive or negative sentiment (we employed a neural network)
Homework 2: Using data sourced from the Fragile Families Survey, predict life outcomes of survey participants using classification, regression, and feature selection
Homework 3: Use unsupervised learning to find patterns and analyses of the NYPD Misconduct Database
Final Project: Use sentiment analysis of Reddit and Google News to predict hype stock (GameStop) performance