Forecasting Home Values of the Top 5 Highest Population U.S. Cities

In this project, I predict 2022 Home Values using Simple Moving Average and then create a model, train and test it, to run a Random Forest Regression prediction of 2022 Home Values

I use Python’s sklearn and skforecast packages for the regression and matlibplot.pyploy and seaborn for additional graphs and data exploration.

View the process in its entirety on datalore below