https://github.com/izam-mohammed/wine-quality-prediction

An End-to-End production ready application for predicting the quality of wine🍇. Build ML model and deployed using flask 🤖. Used various MLOps tools to smooth the workflow.
https://github.com/izam-mohammed/wine-quality-prediction

data-science flask machine-learning ml ml-models mlops

Last synced: 4 days ago
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An End-to-End production ready application for predicting the quality of wine🍇. Build ML model and deployed using flask 🤖. Used various MLOps tools to smooth the workflow.

• Host: GitHub
• URL: https://github.com/izam-mohammed/wine-quality-prediction
• Owner: izam-mohammed
• License: other
• Created: 2023-12-02T12:54:41.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2023-12-08T06:52:56.000Z (11 months ago)
• Last Synced: 2024-05-01T23:37:12.529Z (7 months ago)
• Topics: data-science, flask, machine-learning, ml, ml-models, mlops
• Language: CSS
• Homepage:
• Size: 132 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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README

        
## Workflows

1. Update config.yaml

2. Update schema.yaml

3. Update params.yaml

4. Update the entity

5. Update the configuration manager in src config

6. Update the components

7. Update the pipeline 

8. Update the main.py

9. Update the app.py

## DagsHub

```

MLFLOW_TRACKING_URI=https://dagshub.com/izam-mohammed/Wine-Quality-Prediction.mlflow \

MLFLOW_TRACKING_USERNAME=izam-mohammed \

MLFLOW_TRACKING_PASSWORD=f497810936eeaf4fdc502187990343255063fd53 \

python script.py

```