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Implement text analysis solutions Questions

Practice questions for Implement text analysis solutions topic in Microsoft Certified: Azure AI Apps and Agents Developer Associate. 25 questions covering this domain.

25 questions5 easy14 medium6 hard
Q1
easy

A team must translate text from one language into another inside an Azure app. Which service is designed for this task?

Q2
hard

A hospital wants real-time dictation and its terminology is poorly recognized by the base model. Which approach best meets the requirement?

Q3
medium

A publisher needs to synthesize narrated audio files that are longer than 10 minutes. Which Azure Speech capability should be used?

Q4
medium

A media company wants to process thousands of prerecorded call recordings asynchronously. Which speech capability is the best fit?

Q5
hard

A multilingual meeting assistant must accept speech without a predefined source language and continue translating even when speakers switch languages ...

Q6
medium

A webinar platform needs live captions while speakers are talking. Which speech capability should it use?

Q7
easy

Which Azure AI Language feature identifies people, organizations, and locations mentioned in text?

Q8
hard

You must translate Office documents (DOCX, PPTX) and preserve their formatting at scale, while running asynchronously against a storage container of s...

Q9
medium

You must build a chatbot that answers HR policy questions by matching user input to a curated set of question-and-answer pairs. Which Azure AI Languag...

Q10
medium

Your application classifies free-form user messages into one of several intents and also extracts entities like dates and product names. Which Languag...

Q11
medium

A conference recording contains multiple speakers and you need a transcript that labels which speaker said each utterance. Which Speech feature should...

Q12
easy

Your support team needs short summaries that consist of selected key sentences taken verbatim from incoming emails. Which summarization style should y...

Q13
medium

You need text-to-speech output that reads a brand name with a specific pronunciation and inserts a 500 ms pause before a disclaimer. Which authoring a...

Q14
medium

A developer must generate spoken audio from long articles (up to 30 minutes) asynchronously so the resulting MP3 files can be stored in Azure Blob Sto...

Q15
medium

A text-to-speech pipeline must pronounce a product name phonetically (e.g., as 'eye-zone' instead of 'izone') and insert a two-second pause before a l...

Q16
hard

A compliance team needs to translate hundreds of PPTX files containing regulatory guidance from English to French, preserving slide formatting, while ...

Q17
medium

A customer experience platform analyzes incoming chat messages and must determine whether the customer is satisfied, neutral, or dissatisfied with eac...

Q18
hard

A teleconference recording contains three overlapping speakers. The development team needs a transcript that attributes each sentence to the correct s...

Q19
easy

Which Azure AI Language feature identifies personally identifiable information such as credit card numbers and social security numbers in text and can...

Q20
medium

An application must identify and mask all email addresses and phone numbers in user-submitted text before storing it in a database. Which Azure AI Lan...

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