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@@ -26,8 +26,8 @@ short_description: Automated ML model comparison with LazyPredict
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  **Automated Machine Learning Platform with LazyPredict and Model Context Protocol Integration**
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  ## Video Links
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- **Gradio Demo Link** : https://youtu.be/TNStp8Xae1o
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- **MCP Client Demo Link**: https://youtu.be/mdUpdxX_Rcw
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  ## 🏆 Hackathon Track
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  ### College Placement Analysis
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  - Upload `collegePlace.csv` included in the project with url: (https://raw.githubusercontent.com/daniel-was-taken/Placement-Prediction/refs/heads/master/collegePlace.csv)
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- - Analyze student placement outcomes
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  - Automatic feature analysis and model comparison
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  - Export trained model for future predictions
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  **Automated Machine Learning Platform with LazyPredict and Model Context Protocol Integration**
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  ## Video Links
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+ - **Gradio Demo Link** : https://youtu.be/TNStp8Xae1o
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+ - **MCP Client Demo Link**: https://youtu.be/mdUpdxX_Rcw
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  ## 🏆 Hackathon Track
 
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  ### College Placement Analysis
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  - Upload `collegePlace.csv` included in the project with url: (https://raw.githubusercontent.com/daniel-was-taken/Placement-Prediction/refs/heads/master/collegePlace.csv)
 
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  - Automatic feature analysis and model comparison
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  - Export trained model for future predictions
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