AI-900 practice questions 111–120

1. Question 111 · 236 in bank

   HOTSPOT - For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

   

   This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

   Show the answer figure

   Answer: See figure below

   Explanation

   I vote for Y N Y A webchat bot can interact with users visiting a website: Yes, a webchat bot can be implemented on a website to provide automated responses and interact with users in a conversational manner. Automatically generating captions for pre-recorded videos is an example of natural language processing: No, automatically generating captions for videos typically falls under the domain of speech recognition or audio processing, rather than natural language processing. NLP primarily deals with understanding and processing human language in textual form. A smart device in the home that responds to questions such as "What will the weather be like today?" is an example of natural language processing: Yes, a smart device that can understand and respond to natural language queries or commands, such as asking about the weather, relies on natural language processing techniques to interpret and process the user's input and provide a relevant response. (Chat GPT)

   Source: Adapted from community discussion — rdemontis

   References

   • Microsoft Learn
   • Microsoft Learn
   • Microsoft Learn
   • Microsoft Learn
   • Microsoft Learn

   

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2. Question 112 · 236 in bank

   You have a website that includes customer reviews. You need to store the reviews in English and present the reviews to users in their respective language by recognizing each user's geographical location. Which type of natural language processing workload should you use?

   • Akey phrase extraction
   • Bspeech recognition
   • Clanguage modeling
   • Dtranslation

   Show answer

   Answer: D

   Explanation

   This should be translation. for this specific use case, the best option would be the Azure Translator Text API. The Translator Text API is a cloud-based machine translation service that can translate text between multiple languages in real-time. It supports a wide range of languages and provides language detection capabilities that can automatically identify the language of the input text. It can also detect the user's location based on their IP address or browser settings and automatically translate the reviews to the user's preferred language.

   Source: Adapted from community discussion — jordymsft

   References

   • Microsoft Learn

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3. Question 113 · 236 in bank

   HOTSPOT - For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

   

   This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

   Show the answer figure

   Answer: See figure below

   Explanation

   YNY is the answer. https://learn.microsoft.com/en-us/azure/bot-service/bot-service-overview?view=azure-bot-service-4.0#connect Bot Framework does most of the work necessary to send and receive messages from all of these different platforms—your bot application receives a unified, normalized stream of messages regardless of the number and type of channels it's connected to.

   Source: Adapted from community discussion — zellck

   References

   • Microsoft Learn

   

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4. Question 114 · 236 in bank

   HOTSPOT - For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

   

   This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

   Show the answer figure

   Answer: See figure below

   Explanation

   I Vote for N N N. No, a bot that responds to queries by internal users may not necessarily involve natural language processing. It could be a rule-based system or rely on specific keywords for responses. No, a mobile application that displays images based on a search term typically involves image retrieval and display functionality rather than natural language processing. No, a web form used to submit a request to reset a password does not involve natural language processing. It is a form-based interaction for data submission. (ChatGPT)

   Source: Adapted from community discussion — rdemontis

   References

   • Microsoft Learn

   

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5. Question 115 · 236 in bank

   You have a solution that analyzes social media posts to extract the mentions of city names and the city names discussed most frequently. Which type of natural language processing (NLP) workload does the solution use?

   • Aspeech recognition
   • Bsentiment analysis
   • Ckey phrase extraction
   • Dentity recognition

   Show answer

   Answer: D

   Explanation

   D is the answer. https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/named-entity-recognition/overview Named Entity Recognition (NER) is one of the features offered by Azure Cognitive Service for Language, a collection of machine learning and AI algorithms in the cloud for developing intelligent applications that involve written language. The NER feature can identify and categorize entities in unstructured text. For example: people, places, organizations, and quantities.

   Source: Adapted from community discussion — zellck

   References

   • Microsoft Learn
   • Microsoft Learn

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6. Question 116 · 236 in bank

   HOTSPOT - For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

   

   This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

   Show the answer figure

   Answer: See figure below

   Explanation

   Point C should be NO as question mentions "Language Service's question answering" can determine the intent of a user utterance which is not correct. "Language Service" can but "Language Service's question answering" can't.

   Source: Adapted from community discussion — nimeshshroti11

   References

   • Microsoft Learn
   • Microsoft Learn
   • Microsoft Learn
   • Microsoft Learn

   

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7. Question 117 · 236 in bank

   You are developing a solution that uses the Language service. You need to identify the main talking points in a collection of documents. Which type of natural language processing should you use?

   • Alanguage detection
   • Bsentiment analysis
   • Centity recognition
   • Dkey phrase extraction

   Show answer

   Answer: D

   Explanation

   D is the answer. https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/key-phrase-extraction/overview Key phrase extraction is one of the features offered by Azure Cognitive Service for Language, a collection of machine learning and AI algorithms in the cloud for developing intelligent applications that involve written language. Use key phrase extraction to quickly identify the main concepts in text.

   Source: Adapted from community discussion — zellck

   References

   • Microsoft Learn
   • Microsoft Learn

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8. Question 118 · 236 in bank

   DRAG DROP - You are designing a system that will generate insurance quotes automatically. Match the Microsoft responsible AI principles to the appropriate requirements. To answer, drag the appropriate principle from the column on the left to its requirement on the right. Each principle may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

   

   This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

   Show the answer figure

   Answer: See figure below

   Explanation

   Privacy and security: A customer's personal information must be visible only to staff who are involved in the decision-making process to ensure the privacy and security of sensitive data. Transparency: The decision-making process must be recorded so that staff can identify the reasoning behind a particular quote, promoting transparency and accountability. Inclusiveness: The system must be accessible to customers who use screen readers or other assistive technology, ensuring inclusiveness and providing equal access to all users. (ChatGPT)

   Source: Adapted from community discussion — rdemontis

   References

   • Microsoft Learn
   • Microsoft Learn

   

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9. Question 119 · 236 in bank

   Which type of natural language processing (NLP) entity is used to identify a phone number?

   • Aregular expression
   • Bmachine-learned
   • Clist
   • DPattern.any

   Show answer

   Answer: A

   Explanation

   A is the answer. https://learn.microsoft.com/en-us/azure/cognitive-services/luis/reference-entity-regular-expression?tabs=V2 A regular expression entity extracts an entity based on a regular expression pattern you provide.

   Source: Adapted from community discussion — zellck

   References

   • Microsoft Learn
   • Microsoft Learn

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10. Question 120 · 236 in bank

    DRAG DROP - You plan to deploy an Azure Machine Learning model as a service that will be used by client applications. Which three processes should you perform in sequence before you deploy the model? To answer, move the appropriate processes from the list of processes to the answer area and arrange them in the correct order. Select and Place:

    

    This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

    Show the answer figure

    Answer: See figure below

    Explanation

    Reference: https://docs.microsoft.com/en-us/azure/machine-learning/concept-ml-pipelines

    Source: Adapted from community discussion — zellck

    References

    • Microsoft Learn

    

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AI-900 practice, question 111. 236 questions available.