From-Scratch Machine Learning Algorithms in Python

Implementation of KNN classification/regression, K-means Clustering classification/regression, neural networks (multi-layer perceptron classifier/regressor), and gradient descent least-squares optimization with regularization. These projects were coded with the intent to cement my knowledge of...

eBay Pokemon Card Automation

A Python program to automate the listing of Pokemon cards to eBay.Listing Pokemon cards to eBay is a repetitve, time consuming, and mindless task. Manually listing a single card takes approximately 15 minutes, whereas the data collection for this program takes approximately 3 minutes.

SpaceX Landing Analysis

An analysis of datasets on SpaceX launches and landings.

Red Wine Dataset Classification

An analysis of the UCI Machine Learning Repository Wine Quality Data Set. A continuous target, quality, is binned into a binary "good" vs. "bad" and predicted based on continuous attributes.