Datacamp case study

This is my project to obtain my certification as a data scientist from Datacamp

Structure

1. Project motivation
2. Dataset description
3. Analysis plan
4. Performance metrics
5. Exploratory data analysis
6. Model development

I used CatBoost for model development because it provides a myriad of APIs to work with like treatment of categorical features and feature importance.