Includes my work done in the field of ML especially in the medical domain

This project aims to analyze diabetes data using data management, captivating visualizations, and cutting-edge machine learning techniques to predict the presence of diabetes in individuals. Our robust dataset includes comprehensive health exam results and family history.

A software tool that uses machine learning techniques to predict whether a person has diabetes based on their medical data.

Diabetes Detection using Machine Learning Techniques

This project is using machine learning to predict the likelihood of a person having diabetes. The dataset used in this project is the "diabetes.csv" file, which contains information on various health factors such as glucose levels, blood pressure, BMI, and age, among others. The goal is to use this data to train a machine learning model, specifical

Simple Diabetes Detection Model using Logistic Regression in R

A neural network that predicts a person's risk of having diabetes with 99.4% accuracy.

Analyzing the Heart Diseases

In this case, we train our model with several medical informations such as the blood glucose level, insulin level of patients along with whether the person has diabetes or not so this act as labels whether that person is diabetic or non-diabetic so this will be label for this case.

The Major goal of this study was to create a web-based interface to run inference on a machine learning model. The Web application developed with the flask framework helps to predict if a person has Diabetes mellitus or not via a web-based form.

Diabetes Prediction Using SVM Algorithm

pima_indians_diabetes_detection

Just another repository

This project focuses on predicting the likelihood of diabetes in individuals using logistic regression, a powerful machine learning algorithm. Additionally, we have developed a user-friendly web application that allows users to input relevant health metrics and receive instant predictions regarding their risk of diabetes.

Machine Learning based Diabetes Detection

Deployment of my first ML project.

This repository is a working bench on Bangkit 2022 Capstone Project for Diabetes Detection

This repository contains the code and resources for a machine learning project aimed at diabetes detection. We have implemented multiple machine learning models and data visualization techniques to build an accurate diabetes detection system.

simple diabete analysis with python

Diabetes Prediction using Decision Tree Algorithm - Machine Learning Project - Pima Indians Diabetes Database - Jupyter Notebook - Python