For this project, I worked with the Northwind database--a free, open-source dataset created by Microsoft containing data from a fictional company. The goal of this project was to gather information from a real-world database and use my knowledge of statistical analysis and hypothesis testing to generate analytical insights that can be of value to the company. I tested four separate hypotheses and analyzed the results.
Predicting House Prices
King County, WA Housing Dataset
I used the OSEMN framework to evaluate the King County housing data with the intent of building a model to predict house sales prices based on a variety of predictors. I built a highly predictive linear regression for house sales price based on the features in the dataset.