arin-paliwal/Diabetes-Prediction-System

This repository showcases a collaborative effort by my team and me to create a Diabetes Prediction System as part of our academic curriculum. Built using Django Next, this project demonstrates our dedication to applying cutting-edge technology to address real-world healthcare challenges.

Diabetes Predictor

Predict Diabetes using Machine Learning.

In this project, our objective is to predict whether the patient has diabetes or not based on various features like Glucose level, Insulin, Age, BMI. We will perform all the steps from Data gathering to Model deployment. During Model evaluation, we compare various machine learning algorithms on the basis of accuracy_score metric and find the best one. Then we create a web app using Flask which is a python micro framework.

Installation

• Clone this repository and unzip it.

• After downloading, cd into the flask directory.

• Begin a new virtual environment with Python 3 and activate it.

• Install the required packages using pip install -r requirements.txt

• Execute the command: python app.py

• Open http://127.0.0.1:5000/ in your browser.