Asa Machine Learning Engineer you role isn’t limited to building a model, but it also covers to make Models Deployable. Which on later stage is handled by DevOps team. In this Story,I will show you step by step how you can deploy an ML Classification Web App on Azure. This article is a part of the MSP Developer Stories initiative by the Microsoft Student Partners (India) program.
Streamlit
To start with, you need to build an web app first. For that you can use Streamlit. It is a python based open sourced framework that would help you to display text, charts, maps, dataframe, build interactive interface and many more and all that in few hours. As a first step you would build only an app.py file on your local machine and make sure it looks as expected.

#azure #streamlit #machine-learning #azure-web-app #azure-app-service