How to Deploy a Machine learning model on AWS EC2

This article was published as a part of the Data Science Blogathon. AWS is a cloud computing service that provides on-demand computing resources for storage, networking, Machine learning, etc on a pay-as-you-go pricing model. AWS is a premier cloud computing platform around the globe, and most organization uses AWS for global networking and data storage. The article is for those Machine learning practitioners who know the model building and even they have deployed some projects on other platforms but want to learn how to deploy on major cloud platforms like AWS. In the article, our main aim is to learn deployment over AWS, but we will walk through each step from the development of the Machine learning model to deployment over AWS from scratch.