This GitHub repository contains a machine learning solution for predicting three major diseases: diabetes, Parkinson's disease, and heart disease. The solution is built using Python and leverages various ML libraries and technologies.
Video Link of Working Project : https://youtu.be/Q7kKNASXQTE
Accurate prediction models for diabetes, Parkinson's disease, and heart disease. Interactive web-based interface powered by Streamlit. Integration with Spyder IDE for data exploration and model development. Preprocessing and feature engineering using Scikit-learn and Pandas.
Clone the repository to your local machine: git clone https://github.com/sagprr/machine_learning/Multiple_Diseases_using_ML.git
![Screenshot 2023-07-14 at 18 24 53](https://private-user-images.githubusercontent.com/113618122/253576438-71d14eec-6621-4cde-a3c3-928585ff36f2.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE3NDg3MzEsIm5iZiI6MTcyMTc0ODQzMSwicGF0aCI6Ii8xMTM2MTgxMjIvMjUzNTc2NDM4LTcxZDE0ZWVjLTY2MjEtNGNkZS1hM2MzLTkyODU4NWZmMzZmMi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIzJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyM1QxNTI3MTFaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT00MTI1YTE2ZDU0OGU1NzJhZmU5NDUwMDBiZjEyMDY3ZjdmOGEwNDcxYmQ3NGZjMjUzYzc4ZWNiMmUxOGE3YWI1JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.TPoGaPghSNbahGr2B3YA6_rgnCyPBC4PfQ2RquAqUrQ)