How to deploy machine learning model on AWS lambda using fastapi and docker ?

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In this video I will show you how to deploy a real machine learning project with several modules inside AWS lambda and get a permanent url which works any time

00:00 Why did I make this video ?

01:29 Machine learning project on PC

02:35 Create an Iam role and add permissions

03:01 Create and upload dockerimage in Elastic Register Container

04:23 How the dockerfile should look like ?

05:43 How the app file looks like ?

07:30 How to create a function in AWS lambda ?

11:49 Testing API call using Postman

Neil Pradhan
Machine learning AWS lambda Docker Python Jupyter Notebook Cloud Deployment

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Hi bro i am facing error like init timeout but i changes timeout also, and make a video for both get amd post request and multiple endpoints of URLs

thonnatigopi

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