End to End Data Science Project

Workflows--ML Pipeline

Data Ingestion
Data Validation
Data Transformation-- Feature Engineering,Data Preprocessing
Model Trainer
Model Evaluation- MLFLOW, Dagshub

Workflows

Update config.yaml
Update schema.yaml
Update params.yaml
Update the entity
Update the configuration manager in src config
Update the components
Update the pipeline
Update the main.py