A Detailed guide for Deploying Machine Learning Model as a Web Application by using Azure Docker Container

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Photo by Andy Kelly on Unsplash.com

As a 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.

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…


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Image credit : Microsoft

The goal of this article is to implement Machine Learning with “No-Code” approach using Azure ML Designer. So to start with, I will show how to create a Machine Learning workspace, how to work with Azure Machine Learning tools then move on to creating a Training Pipeline using Azure ML Designer. This article is a part of the MSP Developer Stories initiative by the Microsoft Student Partners (India) program.

The target is to implement a Machine Learning model without writing any line of Code.

Note: For this you would need a Azure Account and some azure credits. If you are…


A Step by Step implementation Guide

This story is a part of MSP Developer Stories Initiative by Microsoft Student Partner (India) Program. Microsoft Student partners (MSP)are the on-campus leaders with a passion making a difference, building vibrant communities and sharing latest tech with their peers.
If you think you have the above qualities then apply for becoming an MSP at https://studentpartners.microsoft.com/

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INTRODUCTION

In this story we will predict whether a flight will be delayed or not depending on a previously available dataset. The goal of the model is to predict whether a flight you are considering to book is likely to arrive on time? We will…

Sagnik Chattopadhyaya

Microsoft Student Partner | Former Technical Intern at South Eastern Railway | An ML enthusiast

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