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https://github.com/shogunbanik18/bewell

A Data Science Supervised Machine Learning Project to predict multiple diseases like Diabetes, Heart Disease etc from symptoms given by user using Support Vector Machine Algorithm
https://github.com/shogunbanik18/bewell

classification data-science diabetes-prediction heart-disease-prediction machine-learning supervised-machine-learning support-vector-machines

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A Data Science Supervised Machine Learning Project to predict multiple diseases like Diabetes, Heart Disease etc from symptoms given by user using Support Vector Machine Algorithm

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## Project Link : https://bewell-shogun18.herokuapp.com/
## BeWell || Multiple Disease Predictor
A Machine Learning Project to predict multiple diseases like Diabetes, Heart Disease etc from symptoms given by user using Support Vector Machine Algorithm

* Data Science Supervised Machine learning Project
* Algorithm used : Support Vector Machine
* Implemented in Google Colaboratory with the help of Python 3.9
* Libraries used Numpy,Pandas,Sklearn
* Deployed on Heroku with help of Streamlit

## Overview
This project has been broken down in to the following steps:
* Data Collection
* Data Preprocessing
* Splitting of Data for training and testing purpose
* Model building
* Evaluation on Training Data
* Evaluation on Testing Data

## Project Preview

![Diabetes](https://user-images.githubusercontent.com/75260179/181391168-fe747503-0a86-4988-8c71-814f8f29ac22.png)

![Diabetes!](https://user-images.githubusercontent.com/75260179/181391167-17424a60-1cba-4d15-8000-8b0870e02bcb.png)

![Heart_Pred2](https://user-images.githubusercontent.com/75260179/181391176-788ee8cd-5728-48c4-85be-c7b57d8e8d44.png)

![Heart_Pred](https://user-images.githubusercontent.com/75260179/181391171-f07750da-572c-42b8-be96-7ae874b59624.png)

![others](https://user-images.githubusercontent.com/75260179/181391165-d63357ba-a52c-4e92-9fcb-9c755e65c0e1.png)