The project tackles a classic statistical EDA for the "scholastic project" of Statistical Learning analyzing data of cars sold on Craigslist.
- Retrieve the data
- Clean the data
- Explore data
- Select categories to remove
- Create models
- Linear model
- Linear model with correct polynomial relationship
- Ridge model
- Lasso model
- Regressors selection with lasso model
- Linear model
- Presentation