Deploy a deep learning API to the cloud with Docker and Azure
We'll deploy a deep learning translation API to the cloud. First we'll, build a dockerfile and an image. Then we'll deploy the image to Azure Container Registry and run the image using Azure Container Instances.
By the end of the video, we'll have a fully working cloud deep learning API that can take in text and translate it.
You can see the full code here - https://github.com/dataquestio/projec... .
This video builds on an earlier video on building the API server - • Create a Deep Learning API with Pytho... .
Chapters
0:00 - Introduction
3:15 - Creating a Dockerfile
7:30 - Building a docker image
12:30 - Setting up Azure
15:18 - Pushing a docker image to the cloud
18:37 - Running a docker container in the cloud
23:40 - Next steps
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