My Assignments

Assignment 0: Dummy Assignment

This assignment adds two numbers together and prints their sum to the command line

Assignment 1: Data Collection and Analysis

This assignment finds the optimal location to stand in CDS to minimize walking distance to get to the next elevator

Assignment 2: KMeans Clustering Visualization Webpage

Demo Video: https://youtu.be/YrBCTV31VW4

Assignment 3: Singular Vlaue Decomposition

This assignment used SVD to perform dimensionality reduction on a dataset.

Assignment 4: Latent Semantic Analysis (LSA) Search Engine Webpage

Demo Video: https://youtu.be/CS6b6fh5i-0

Assignment 5: K-Nearest Neighbors Kaggle Competition

Kaggle Midterm

Assignment 6: Interactive Linear Regression Assumptions

Demo Video: https://youtu.be/Y4qPHmi_gRo

Assignment 7: Hypothesis Testing and Confidence Intervals in Linear Regression

Demo Video: https://youtu.be/ZtT-8Bhebak

Assignment 8: Logistic Regression Cluster Shift Experiment

Demo Video: https://youtu.be/pEX3b7ybvI4

Assignment 9: Visualizing Neural Networks

Demo Video: https://youtu.be/nGhHFCmAsjw