Designing and Implementing an Azure AI Solution (legacy) — Question 45

You are developing an application that uses the Computer Vision API.
Your application will perform the following steps:
Take data from an on-premises database and load it to an Azure Blob storage account.
Connect to an Azure Machine Learning service.
You need to orchestrate the workflow.
What should you use?

Answer options

Correct answer: C

Explanation

Azure Data Factory is the correct choice as it is specifically designed for data integration and workflow orchestration, making it ideal for moving data from on-premises to Azure services. Azure Kubernetes Service (AKS) and Azure HDInsight are more focused on container orchestration and big data processing, respectively, while Azure Pipelines is primarily for CI/CD, and Azure Data Lake is a data storage solution rather than a workflow orchestrator.