At a Glance

Name: Parkinson Detector App Deployment (Part2 iBest Workshop)
Price: Free CAD
Rating: 4.7 (47 reviews)
Author: joseph_santarcangelo, roxanne_li, sheng-kai_chen_2, sina_nazeri, alice_rueda

Do you want to deploy a serverless AI model like a software engineer using technologies such as Docker containers and Kubernetes? This guided project will show you how to deploy a Parkinson detection app in 10 mins. On the one hand, this project does not require knowledge of front-end and back-end development. On the other hand, the model deployment comes at no cost! You get free resources on IBM Cloud to experiment with deploying the AI model you like and share the app.

In this project, we will show you step-by-step how to use IBM Code Engine to deploy your AI application on IBM Cloud. IBM Code Engine is a fully managed, serverless platform that provides an abstraction for the underlying infrastructure required to deploy your apps and lets you focus on the source code only (such as the Python code). The following picture shows an example of the Parkinson's detection model. On the left-hand side, the user provides the input of a voice-recorded number and returns an output on the right-hand side.

Parkinson detection app

Learning Objectives

Know how to wrap a Machine Learning model inside Gradio’s interface.
Understand containerization.
Have hands-on experience with containerization.
Become familiar with IBM Code Engine.
Know how to use Code Engine to create and store container images on IBM Cloud.
Deploy the Machine Learning app from the container image.
Learn good practices and troubleshooting with IBM Code Engine.

Prerequisites (optional)

There is no prerequisite for this project. We will teach you all the Python code and the Code Engine CLI commands. We will make sure you understand everything as you go through the steps of the project. If you don’t have a finished AI model, don’t worry. We will also teach you some basics of deploying containerized applications.

What are you still waiting for? Let’s jump right in!

Offered By: IBMSkillsNetwork

Parkinson Detector App Deployment (Part2 iBest Workshop)

At a Glance

This Guided Project is part of the following Learning Paths

Offered By: IBMSkillsNetwork

Parkinson Detector App Deployment (Part2 iBest Workshop)

At a Glance

This Guided Project is part of the following Learning Paths

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