This is part 1 of a 3 part project. * Glassdoor Scraper * Add additional data and tidy up * Exploratory Data Analysis

Exploratory analysis of NBA 3-Pt shot history

The goal of this project is to create a single regression model using the catboost algorithm to predict losses using Allstate's Severity data from a previous Kaggle competition of theirs. The model is scored based on minimization of RMSE.

This project does a regression analysis to determine statistically significant variables that effect MPG

Using accelerometer data, this project predicts dumbbell lifts using classification trees. A decision tree model and random forest model is trained and the one with the best predictive quality is chosen.

This project does exploratory analysis of pollution data

This project explores storm data to determine trends in injuries and economic cost.