Deploy Machine Learning Model to AWS Lambda using Docker and FastAPI

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In this tutorial we will learn how to deploy machine learning model via API to AWS lambda. We will see how to create FastAPI, and then containerize it using docker and upload to Amazon Elastic Container Registry (ECR).

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Thank you! I kept looking at tutorials on how to do this, but you explained everything clearly

RealBrokoli

Amazing tutorial. Finally got docker based lambda function to work after three days of struggling

guitarcrax

Im getting internal server error while testing deployed API on aws lambda .Please let me know how to resolve that issue

EurekhaK

Hello,

I was looking at your video channel. We may be helping a company that uses secure images to increase supply chain security and help cloud native development. Would you be willing to help try their software, make a video, and help show devs how to use their tools?

This is not an offer, but just to start a conversation about your willingness to take on sponsorship. Please provide me with your email if you are interested.

You'd have a chance to look at their technology and decide if it's the type of software that you'd be interested in covering in your channel.

IleniaQuintero

When I try to test lambda, I get this error. Does anyone know what I did wrong?

{
"errorMessage": "Unable to import module 'app': No module named 'app'",
"errorType": "Runtime.ImportModuleError",
"requestId": "3ec82efa-62f7-42f8-94b8-c6a4f0e56c63",
"stackTrace": []
}

Alvaro-ogrk

Your way of explaining is really good sir . Thank you for all the efforts . Looking forward to more amazing content :)

shwetabhat

How to update the container after making changes in app??

CodingBrainTeaser

Really informative video. Full of learning. Thanks for putting it here for everyone.🔥

UnboxWithUmer

getting erro on making lambda function at final stage such not support image

akashkathole

Thanks for this. Really well explained.

mituldesai

Hello, excellent work!!!
I saw your WhatsAppGPT repo, its very good work!!!
A humble suggestion, do you plan to make a version to use fastapi and ngrok or nginx locally? So that it can be used totally free without the costs of twillio?
Thank you very much for your time! Best regards

DiegoNaranjo

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