Azure Web App Deployment

Take your machine learning project from development to production by building and deploying a complete web application on Microsoft Azure. In this course, you'll create a frontend with Streamlit, connect it to your Azure ML model endpoints, manage your project with Git & GitHub, and deploy the application to Azure. By the end of the course, you'll have a fully functional cloud-hosted AI web application that users can access from anywhere.

Public
Ahmed Ali
8 Labs

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Course Content

Recap NYC Use-Case

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Lab 1

Git & Github

ENROLLMENT REQUIRED

Lab 2

Python | Virtual Environment | Project Secrets

ENROLLMENT REQUIRED

Lab 3

Connect Streamlit to Azure ML Endpoints

ENROLLMENT REQUIRED

Lab 4

Pushed Code on Github

ENROLLMENT REQUIRED

Lab 5

Web App Deployment

ENROLLMENT REQUIRED

Lab 6

Azure App Configuration

ENROLLMENT REQUIRED

Lab 7

Resources

ENROLLMENT REQUIRED

Lab 8