End to End Data Science Project

Workflows --ML Pipeline

1. Data Ingestion
2. Data Validation
3. Data Transformation --> Feature Engineering, Data Preprocessing
4. Model Trainer
5. Model Evaluation -- MLFLOW,Dagshub

Workflows

- Update Config.yaml
- Update schema.yaml
- Update params.yml
- Update entity
- Update the Configuration manager in src config
- Update the Components
- Update the Pipeline
- Update the main.py