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In this project I have created an end to end diabetes prediction application using streamlit.

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Debopam-Pritam2014/End-to-End-Diabetes-Prediction-application

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Diabetes_prediction_application.egg-info
Diabetes_prediction_application.egg-info
 
 
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.gitignore
.gitignore
 
 
Extra_Trees_Classifier.pkl
Extra_Trees_Classifier.pkl
 
 
README.md
README.md
 
 
app.py
app.py
 
 
main.py
main.py
 
 
min_max_scalar.pkl
min_max_scalar.pkl
 
 
requirements.txt
requirements.txt
 
 
setup.py
setup.py
 
 

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End-to-End-Diabetes-Prediction-application

In this project I have created an end to end diabetes prediction application using streamlit.

click here to check the demo

Diabetes Prediction

Key steps performed

  1. Preprocessing
  2. EDA
  3. Feature Engineering
  4. Outlier Handled
  5. Scaling the Data
  6. Handle imbalanced data using SMOTE
  7. Model Development
  8. Model Improvemet

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In this project I have created an end to end diabetes prediction application using streamlit.

Topics

machine-learning diabetes diabetes-prediction ml-model diabetes-prediction-model

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