Resources and Code:
Find the full project code here:
https://github.com/DataScientist00/Pima-Indians-Diabetes-Prediction-Project
Download the dataset here:
https://www.kaggle.com/datasets/uciml/pima-indians-diabetes-database/data
DEMO -
https://pima-indians-diabetes-prediction-project.streamlit.app/
๐ Diabetes Prediction Using the Pima Indians Dataset
๐ This project focuses on predicting diabetes using machine learning techniques with the Pima Indians Diabetes Dataset.
๐ง Implemented Random Forest and Logistic Regression to analyze key health indicators and predict diabetes risk.
๐ป Built an interactive Streamlit web app for real-time predictions based on user inputs.
๐ Provides insightful visualizations and model performance comparisons for better understanding.
๐ Empowering early detection with AI and data science!
#DiabetesPrediction ๐ฅ #MachineLearning ๐ค #PimaDiabetesDataset ๐ #AIHealthcare ๐ฅ #DataScience ๐ #RandomForest ๐ฒ #LogisticRegression ๐ #Streamlit ๐ป #DiabetesDetection ๐ #HealthTech โ๏ธ #MedicalAI ๐ง #PredictiveModeling ๐ฎ #PythonAI ๐ #DiabetesRisk ๐จ #HealthcareAnalytics ๐
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Diabetes Prediction (PIMA Indians) using Machine Learning | Streamlit | End To End Python ML Project | NatokHD