Data Science Project | Machine Learning Project | Real Estate Price Prediction - Deploy machine learning model to production AWS (Amazon EC2 instance)

In this video, I will show you how to deploy machine learning model to production on amazon aws ec2 instance. We will use nginx web server that will server http requests. For AWS EC2 we will use ubuntu server on which we will deploy our web application as well as python flask server. Using nginx reverse proxy /api requests will be routed to python flask server running on same machine. Here is the timeline and list of topics we are covering today, Code: https://github.com/codebasics/py/tree/master/DataScience/BangloreHomePrices Topics ------- 00:00 introduction 00:47 Technical architecture of project 01:44 Setup nginx on windows (dev environment) 08:54 Chrome javascript debugging tips 10:11 Launch EC2 instance on amazon AWS 14:26 Connect to ec2 instance using ssh (git bash client) 15:57 Copy code to cloud using WinScp 18:05 install nginx on ec2 19:30 nginx setup on ec2 (ubuntu server) 25:49 install python packages for flask server Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses. Website: https://codebasics.io/ Facebook: https://www.facebook.com/codebasicshub Twitter: https://twitter.com/codebasicshub