Microsoft Azure AI Engineer Associate AI-102 Practice Question
You are designing a web application that processes thousands of customer product reviews in real time. The solution must automatically detect the language of each review, return a sentiment score, extract key phrases, identify named entities, and redact personally identifiable information without requiring you to train or host custom models. Which Azure service should you select?
Azure AI Language provides pre-built REST and SDK operations for sentiment analysis, opinion mining, language detection, key-phrase extraction, named-entity recognition, and PII redaction. Because these capabilities are available out of the box, no model training or hosting is required. Azure OpenAI could achieve similar results but would need custom prompt engineering and carries higher cost. Azure AI Content Safety focuses on harmful content detection, not broad linguistic analysis. Azure AI Document Intelligence specializes in extracting structured data from scanned documents and forms rather than analyzing unstructured review text.
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Microsoft Azure AI Engineer Associate AI-102
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