Designing and Implementing an Azure AI Solution (legacy) — Question 38

You are designing an AI workflow that performs data analysis from multiple data sources. The data sources consist of JSON files that have been uploaded to an
Azure Storage account, on-premises Oracle databases, and Azure SQL databases.
Which service should you recommend to ingest the data?

Answer options

• A. Azure Data Factory
• B. Azure Kubernetes Service (AKS)
• C. Azure Bot Service
• D. Azure Databricks

Correct answer: A

Explanation

Azure Data Factory is specifically designed for data integration and can efficiently ingest data from various sources, including JSON files, Oracle databases, and Azure SQL databases. The other options, such as Azure Kubernetes Service and Azure Bot Service, are not focused on data ingestion, while Azure Databricks is primarily used for data processing and analytics rather than ingestion.