Assignment 0: This is a dummy assignment to understand how to setup this page. Github Link
Assignment 1: The class collected data on elevator arrival times to analyze and optimize standing position. Github Link
Assignment 2: A dynamic website to visualize the KMeans clustering algorithm built using Flask for the backend and plotly for generating charts. Users can interact with the chart and test various parameters. Github Link
Assignment 3: A notebook to showcase SVD for dimensionality reduction. Github Link
Assignment 4: Latent Semantic Analysis (LSA) Document Querying Web App. Github Link
Assignment 5: KNN implementation and prediction for Kaggle dataset. Github Link
Midterm Competition Predicting Amazon Review Ratings with Natural Language Processing Github Link
Assignment 6: Linear Regression Visualizer Github Link
Assignment 7: Linear Regression Visualizer Part 2Github Link
Assignment 8: Logistic Regression VisualizerGithub Link
Assignment 9: Neural Network VisualizerGithub Link