Project I: Apartment Price Estimator
- Created a tool that estimates apartment price in Mexico City to help construction companies estimate the potential price of their apartments.
- Scraped over 25,000 apartment descriptions from Inmuebles24 using python and BeautifulSoup
- Engineered features from the text of each apartment description to quantify the value of amenities, such as pool, garden, etc.
- Optimized Linear, Ridge, and Gradient Boosting Regressor using GridsearchCV to reach the best model.
Price by Delegacion in millions of MXN
Correlation of each numeric variable