An end to end machine learning application to identify credit card default transaction.
Step to follow on this project:
- Constant definition --> Completed
- Training pipepline --> Completed
Training Pipeline:
1 - data ingestion pipeline --> Completed
2 - data validation pipeline --> Completed
3 - data preprocessing pipeline --> Completed - data drift monitoring -> Completed - feature engineering -> Completed
3 - data transformation pipeline - > Completed
4 - data trainer pipeline
5 - data evaluation pipeline
6 - model trainer pipeline
7 - model pusher pipiline
Deployment: 8 - Fast API app 9 - AWS Deployment