AI-102 Practice Question: Implement natural language processing solutions
Which TWO capabilities are provided by the Azure AI Language service?
⚠ Common exam trap
Test-takers frequently confuse the Azure AI Language service with other Azure AI services (e.g., Translator, Speech, Vision) that handle specific modalities like translation, audio, or images, leading them to select options that belong to those separate services.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Custom text classification.
Custom text classification is a core capability of the Azure AI Language service, enabling users to build and deploy custom models that classify text into user-defined categories. This feature is part of the service's suite of custom natural language processing (NLP) capabilities, distinct from pre-built features like sentiment analysis or key phrase extraction.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Text translation.
Why it's wrong here
Text translation is Azure AI Translator.
- ✗
Speech-to-text conversion.
Why it's wrong here
Speech-to-text is Azure AI Speech.
- ✓
Custom text classification.
Why this is correct
Custom text classification is a feature.
- ✗
Image captioning.
Why it's wrong here
Image captioning is Computer Vision.
- ✓
Key phrase extraction.
Why this is correct
Key phrase extraction is a feature.
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