https://github.com/iguptashubham/crop-recommendation-mlflow-ec2

Crop Recommendation Machine learning model built with mlflow and deployed on amazon ec2 .
https://github.com/iguptashubham/crop-recommendation-mlflow-ec2

Last synced: 1 day ago
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Crop Recommendation Machine learning model built with mlflow and deployed on amazon ec2 .

• Host: GitHub
• URL: https://github.com/iguptashubham/crop-recommendation-mlflow-ec2
• Owner: iguptashubham
• Created: 2024-07-27T06:06:06.000Z (4 months ago)
• Default Branch: master
• Last Pushed: 2024-07-27T12:49:58.000Z (4 months ago)
• Last Synced: 2024-07-28T07:24:04.251Z (4 months ago)
• Language: Jupyter Notebook
• Size: 491 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Crop Recommendation

I’ve developed an innovative machine learning solution using a Random Forest Classifier. This powerful model leverages ensemble techniques to make accurate predictions across various domains.

To enhance user interaction, I’ve integrated it with a Streamlit front end, providing an intuitive interface for get crop recommendation.

# Pipeline of Project

![crop_recommendation_ml_pipeline](https://github.com/user-attachments/assets/d3f36614-4e27-488c-bb5f-457086dd7943)