Deploying a real-time inference pipeline

In this section, you will deploy the sample real-time inference pipeline you created in the Real-time inference pipeline designer tab. Let's get started:

1. Click on the Deploy button. This will bring up the Set up real-time endpoint popup shown in the following screenshot.
2. On the Set up real-time endpoint popup, select the Deploy new real-time endpoint radio button option.
3. In the Name text field, enter first-real-time-endpoint.
4. In the Description text field, enter Container Deployment of the first real-time pipeline.
5. Click on the Compute type drop-down list and select Azure Container Instance.
6. You won't need to modify the Advanced settings. The completed popup should look as follows:

   Figure 6.21 – Set up real-time endpoint popup

7. Click on the Deploy button to provision your real-time endpoint. This will take a couple of minutes.

After successfully deploying the pipeline, you will find the newly...