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Diabetes Prediction (PIMA Indians) using Machine Learning | Streamlit | End To End Python ML Project

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Feb 19, 2025
28:36

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/ ๐Ÿ” Diabetes Prediction Using the Pima Indians Dataset ๐Ÿ“Œ This project focuses on predicting diabetes using machine learning techniques with the Pima Indians Diabetes Dataset. ๐Ÿง  Implemented Random Forest and Logistic Regression to analyze key health indicators and predict diabetes risk. ๐Ÿ’ป Built an interactive Streamlit web app for real-time predictions based on user inputs. ๐Ÿ“Š Provides insightful visualizations and model performance comparisons for better understanding. ๐Ÿš€ Empowering early detection with AI and data science! #DiabetesPrediction ๐Ÿฅ #MachineLearning ๐Ÿค– #PimaDiabetesDataset ๐Ÿ“Š #AIHealthcare ๐Ÿฅ #DataScience ๐Ÿ“ˆ #RandomForest ๐ŸŒฒ #LogisticRegression ๐Ÿ“‰ #Streamlit ๐Ÿ’ป #DiabetesDetection ๐Ÿ’™ #HealthTech โš•๏ธ #MedicalAI ๐Ÿง  #PredictiveModeling ๐Ÿ”ฎ #PythonAI ๐Ÿ #DiabetesRisk ๐Ÿšจ #HealthcareAnalytics ๐Ÿ“Š

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Diabetes Prediction (PIMA Indians) using Machine Learning | Streamlit | End To End Python ML Project | NatokHD