Understanding the Client and their Problem
- Client Housebuyer: This client wants to find their next dream home with a reasonable price tag. They have their locations of interest ready.
- Client Houseseller: This client wants to take advantage of the features that influence a house price the most. They typically want to buy a house at a low price and invest on the features that will give the highest return.
Goal: predicting the final price for each house using advanced regression techniques.
Data: https://www.kaggle.com/competitions/house-prices-advanced-regression-techniques
Evaluation: Root-Mean-Square-Error (RMSE) (the log price is to reduce the impact of biased higher price)