Microsoft AI-901 Test Certification Cost - Valid AI-901 Mock Exam

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| Topic | Details |
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| Topic 1 | - Identify AI concepts and capabilities: This domain covers the foundational knowledge of AI from ethical principles and responsible design to understanding how AI models work and what kinds of tasks they can perform. It also explores the full range of AI workloads including generative AI, computer vision, speech, and information extraction.
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| Topic 2 | - Implement AI solutions by using Microsoft Foundry: This domain is hands-on and focuses on building and deploying AI solutions using the Microsoft Foundry platform and its associated tools. It spans generative AI apps, text and speech processing, computer vision, and document intelligence all implemented through the Foundry portal and SDK.
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Microsoft Azure AI Fundamentals Sample Questions (Q98-Q103):
NEW QUESTION # 98
You use natural language processing to process text from a Microsoft news story. You receive the output shown in the following table.

Which type of natural language processing was performed?
- A. key phrase extraction
- B. entity recognition
- C. sentiment analysis
- D. translation
Answer: B
Explanation:
The output identifies text values and labels them with entity categories, such as:
now [DateTime]
students [PersonType]
Microsoft [Organization]
175 [Quantity-Number]
Today [DateTime-Date]
This is entity recognition , also known as Named Entity Recognition (NER) . NER identifies and categorizes entities in unstructured text, such as people, organizations, locations, dates, quantities, numbers, and other named or structured values.
Why the other options are incorrect:
B). translation would convert text from one language to another.
C). key phrase extraction would return important phrases or main topics, not categorized entity labels.
D). sentiment analysis would return sentiment such as positive, negative, neutral, or mixed.
NEW QUESTION # 99
Hotspot Question
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

NEW QUESTION # 100
Select the answer that correctly completes the sentence.

Answer:
Explanation:


NEW QUESTION # 101
Hotspot Question
Select the answer that correctly completes the sentence.

Answer:
Explanation:

NEW QUESTION # 102
Hotspot Question
You deploy a model named gpt-image-1 in Microsoft Foundry.
You need to ensure that an application can generate an image from a user prompt by using the OpenAI Images API.
How should you complete the Python code? To answer, select the appropriate option in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation:
Box: images.create
images.create is the correct method provided by the OpenAI Images API client structure (and its compatible endpoints) to handle image generation tasks based on a text prompt.
Reference:
https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/responses
NEW QUESTION # 103
......
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