top of page

Your certificate is now private

CertificateBackground.png

Certificate of Completion

ErdosHorizontal.png

THIS ACKNOWLEDGES THAT

HAS COMPLETED THE FALL 2022 DATA SCIENCE BOOT CAMP

Bartosz Langowski

Roman Holowinsky, PhD

DECEMBER 14, 2022

DIRECTOR

DATE

clear.png

TEAM

Poplar

Bartosz Langowski, Michael Annunziata, Gaurish Korpal, Abraham Rabinowitz

clear.png

The aim of our project is to accurately predict and explain the features that have the greatest impact on the sale price of houses in Ames, Iowa. We can help sellers understand what features of a house provide the greatest impact on value, and buyers attain a fair price and budget toward a home purchase. Our key performance indicators are the root-mean-squared error (RMSE) of our predictions, as well as the mean absolute error (MAE). Our main KPI is RMSE, as it is more sensitive to inaccurate predictions. We also aim for an interpretable model to understand houses are priced.

Screen Shot 2022-06-03 at 11.31.35 AM.png
github URL
bottom of page