Dataset
- dataset from: https://www.kaggle.com/paultimothymooney/zillow-house-price-data/data?select=Sale_Prices_State.csv
- contains housing pricess from January 1996 to March 2020 across all states
Objective
- Predicting housing prices by state
Train and test model
- In jupyter notebook
- *create model for each state (train by itself)
- Facebook prophet: https://facebook.github.io/prophet/docs/quick_start.html#python-api
Save model as pkl files
Save results to csv to graph in tableau
Create website with Flask
- HTML/Bootstrap
Deploy it using Heroku