AI-102 Question 183
Single answerYou are designing a Microsoft Azure AI solution to process customer feedback from product reviews and extract key entities such as product names, locations, and dates. Which Azure service should you use to implement this feature?
- A
Azure Text Analytics
- B
Azure Form Recognizer
- C
Azure Speech Service
- D
Azure Custom Vision
Show answer and explanation
Correct answer: A
Explanation
Azure Text Analytics is part of the Azure Cognitive Services suite and is specifically designed for analyzing unstructured text. It includes features like named entity recognition (NER), which can extract entities such as product names, dates, and locations from customer reviews. This makes it the best fit for the given scenario.
- A. Correct.
Azure Text Analytics provides pre-built capabilities to extract entities such as product names, locations, and dates from unstructured text, making it the most appropriate option for this scenario.
- B. Incorrect.
Azure Form Recognizer is designed for extracting structured data from forms or documents, not for processing unstructured text like product reviews.
- C. Incorrect.
Azure Speech Service focuses on speech-to-text, text-to-speech, and related audio capabilities, which are not relevant to extracting entities from text data.
- D. Incorrect.
Azure Custom Vision is used for building custom image classification or object detection models and does not handle entity extraction from text.