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Microsoft AI-901 Exam Syllabus Topics:

Topic	Details
Topic 1	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.
Topic 2	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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Microsoft Azure AI Fundamentals Sample Questions (Q16-Q21):

NEW QUESTION # 16
You have a Microsoft Foundry project that contains a vision-enabled model deployment.
You use the Azure OpenAI Responses API to send a prompt to the model.
You need to provide an image for analysis.
Which content item should you include in the request?

A. image_base64
B. image_generation
C. input_image
D. output_image

Answer: C

NEW QUESTION # 17
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 # 18
You have a Microsoft Foundry project that contains a vision-enabled model deployment.
You are developing an application that sends images to the model.
You need to ensure that the model can analyze the images.
In which two formats can you provide the images? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A. a publicly accessible URL of the image
B. a base64-encoded image data string
C. a JSON document that describes the image content
D. a UTF-8 encoded text description of the image

Answer: A,B

Explanation:
Images can be sent to these models either by passing a publicly accessible image URL or by sending Base64-encoded image data directly in the message payload.
Reference:
https://learn.microsoft.com/en-us/azure/foundry-classic/foundry-models/how-to/use-chat-multi-modal

NEW QUESTION # 19
Hotspot Question
Select the answer that correctly completes the sentence.

Answer:

Explanation:

NEW QUESTION # 20
You are explaining generative AI workflows to a colleague. What is the first step of a generative AI workflow?

A. Train a generative AI model by using data.
B. Fine-tune a model by using feedback.
C. Deploy a generative AI model.
D. Generate outputs based on user prompts.

Answer: A

NEW QUESTION # 21
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