Diabetes mellitus prediction using IBM Auto AI service

Build a machine learning model that can efficiently predict diabetes mellitus of patients based on their health parameters using IBM services

  • 4.8
  • star-ratting
  • star-ratting
  • star-ratting
  • star-ratting
  • star-ratting
  • star-ratting
  • ( 89 )
  • guided-inn1
    8 Hrs
  • guided-inn1

INR 1998

Project Description
Diabetes mellitus is a chronic disease characterized by hyperglycemia. It may cause many complications. According to the growing morbidity in recent years, in 2040, the world’s diabetic patients will reach 642 million, which means that one of the ten adults in the future is suffering from diabetes.
In this project, you need to build a machine learning model that can efficiently discover the rules to predict diabetes mellitus of patients based on the given parameter about their health. The model needs to be deployed in the IBM cloud to get a scoring endpoint which can be used as API in web app building. The model prediction needs to be showcased on the User Interface.
Services Used:
  • IBM Watson Studio
  • IBM Watson Machine Learning
  • Node-RED
  • IBM Cloud Object Storage
Technical Architecture:

Project Activities

Skills you will develop

  • IBM Cloud
  • IBM Watson
  • Node- RED
  • IBM Machine Learning
  • IBM Cloud Object Storage


pradeepthi duggaraju
pradeepthi duggaraju

AI Developer

Mentor Rating star-fill4.8 / 5 (6)

guided-inn3446 Learners

guided-inn313 Projects

Register Now


American University of Sharja, Sharja,UAE

It was a fruitful experience. A clear road map was provided to follow throughout the project along with an in-depth introduction of the packages required. The guided labs were extremely helpful and easy to follow.

Harshitha Josyula

GITAM University,Hyderabad, India

The Guided Projects were not only based on solving real world problems but were also really informative, the smartinternz platform has each and every step in detail and even though if we were stuck at any point the Mentors would help us to resolve all our queries. overall it was a great experience.

Anuraag Moharana

College of Engineering and Technology, Bhubaneswar, Odisha, India

I took Part of Aritificial Intelligence Guided Project from Smartinternz, it was a wonderful experience and highly motivating, It's a very innovative and smart platform for internships. It provides smarter ways of guiding and interacting with participants and educating through guided labs and projects. It really helped me in giving a boost to my career.