https://github.com/joyceannie/datascienceproject

https://github.com/joyceannie/datascienceproject

Last synced: 24 days ago
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• Host: GitHub
• URL: https://github.com/joyceannie/datascienceproject
• Owner: joyceannie
• Created: 2024-11-07T21:34:05.000Z (about 2 months ago)
• Default Branch: main
• Last Pushed: 2024-11-07T22:27:05.000Z (about 2 months ago)
• Last Synced: 2024-11-07T23:19:30.451Z (about 2 months ago)
• Language: Python
• Size: 3.91 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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

1. Update `config/config.yaml`

2. Update `schema.yaml`

3. Update `params.yaml`

4. Update the entity in `src/entity/config_entity.py`

5. Update the configuration manager in `src/config/configuration.py`

6. Update the components in `src/components`

7. Update the pipeline in `src\pipeline`

8. Update `main.py`