From the course: Docker for Data Engineers
Unlock this course with a free trial
Join today to access over 24,900 courses taught by industry experts.
Azure Container Instances - Docker Tutorial
From the course: Docker for Data Engineers
Azure Container Instances
Now that we have some hands-on practice deploying applications within containers, we are ready to deploy our containers to the Microsoft Azure platform on Azure Container Instances. Azure Container Instances is a service provided by Microsoft Azure that allows users to easily run containers on the Azure Cloud without managing servers or clusters. ACI offers a simple, secure, and scalable environment to launch containers directly from container images handling all of the underlying infrastructure automatically. So it's a great way to deploy containers on the cloud without any overhead of infrastructure management. Let's quickly discuss some important features of Azure Container Instances. They provide a serverless hosting environment allowing you to run containers without the need to manage servers or clusters. They provide a deep integration with the centralized registry that Azure offers, the Azure Container Registry. ACI can seamlessly pull container images from the Azure Container…
Practice while you learn with exercise files
Download the files the instructor uses to teach the course. Follow along and learn by watching, listening and practicing.
Contents
-
-
-
-
-
-
-
(Locked)
Azure Container Instances1m 34s
-
(Locked)
Training an ML model and serializing to a pickle file5m 7s
-
(Locked)
Setting up the Dockerfile for model prediction5m 45s
-
(Locked)
Running a containerized app locally for churn prediction2m 23s
-
(Locked)
Authenticating to Azure using the Azure CLI1m 35s
-
(Locked)
Creating an Azure Container Registry and pushing the image3m 58s
-
(Locked)
Deploying a container to Azure Container Instances4m 9s
-
(Locked)
Making predictions using the containerized application2m 44s
-
(Locked)
-