Integrating AI and Cognitive Services

In this recipe, we will learn how we can integrate Azure Cognitive Services into the Synapse workspace.

With Azure Cognitive Services, we are now bringing together the power of AI to enrich our data with pre-trained AI models.

Getting ready

For this recipe, you will need the following:

• You need to have a linked service created for Azure Cognitive Services with the Synapse workspace.
• Either Anomaly Detector or Text Analytics Azure resources should be created.
• Key Vault configuration and a secrets access policy should be defined.

How to do it…

Let's go through the step-by-step process of integrating Cognitive Services with the Synapse workspace:

1. Create a new Anomaly Detector resource, which we will be leveraging within the Synapse workspace:

Figure 6.24 – Create Anomaly Detector

2. Create a new Key Vault instance and add the access policy so that you can...