Home Credit is a financial company that offers consumer credit. Credit Score Project is a tool that aims to give a guidance in credit granting decision for Home Credit Relationship Managers.
This project has 2 main parts such as : Analysis & Modeling and Dashboard dev & deployment£.
Here, we will work mostly on jupyter notebook environment. We will have 3 subparts such as :
- Data Preparation : cleaning, exploring, feature engineering, resampling
- Modeling : modeling, tuning, tracking mlflow
- Monitoring : data drift report with evidently and cinnamon
Here we used VScode and bash to code and deploy the web application.
- Dashboard : structuring and coding the web application with streamlit.
- Industrilization : compiling, testing and deploying the applicaiotn.
To acces the web app : Click here