AI-102 Question 307
Select 2You are developing an Azure AI solution to analyze customer feedback using Azure Cognitive Services. The feedback data is stored in different sources, including an Azure SQL Database, a Blob Storage container, and a SharePoint Online document library. You want to import this data into Azure Cognitive Services Text Analytics for processing. Which of the following sources can you directly integrate with Text Analytics without additional data transformation?
- A
Azure SQL Database
- B
Blob Storage container
- C
SharePoint Online document library
- D
Local CSV files uploaded to Azure Machine Learning
- E
Cosmos DB
Show answer and explanation
Correct answers: B, E
Explanation
Azure Cognitive Services Text Analytics supports specific data sources, such as Blob Storage and Cosmos DB, which allow data in JSON or text format to be directly analyzed. Other sources, like databases or document libraries, require additional data extraction and transformation steps.
- A. Incorrect.
Azure SQL Database is not directly supported as an import source for Text Analytics. You would need to extract the data first.
- B. Correct.
Blob Storage is a supported source for Text Analytics, as you can directly pass data stored in JSON or text files for analysis.
- C. Incorrect.
SharePoint Online document library is not directly supported as an input source for Text Analytics. You would need to extract and transform the data first.
- D. Incorrect.
Local CSV files uploaded to Azure Machine Learning are not directly supported by Text Analytics. Data from local sources must be processed and uploaded to a supported format, such as Blob Storage.
- E. Correct.
Cosmos DB can be integrated with Azure Cognitive Services, including Text Analytics, by leveraging its JSON document structure.