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Microsoft AI-901 Exam Syllabus Topics:

TopicDetails
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.

Reference: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/ai-901

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Microsoft Azure AI Fundamentals Sample Questions:

In the Microsoft Foundry portal, you create an agent named Agent1, and then deploy the agent.
You open the Foundry playground to test Agent1.
What does the playground use to ensure that the tests reflect production behavior?

  • A. a default configuration generated by the playground
  • B. the configuration of Agent1
  • C. the last saved configuration draft that was NOT deployed
  • D. the model ' s base behavior without any agent instructions or tools
Reveal Solution  Discussion  0

Correct Answer: B  πŸ—³οΈ

You are using the Azure Speech SDK to develop a Python application that supports real-time spoken conversations.
Which Azure speech class should you use to configure the connection to the Azure Speech service?

  • A. AudioConfig
  • B. AuditOutputConfig
  • C. SpeechSynthesizer
Reveal Solution  Discussion  0

Correct Answer: B  πŸ—³οΈ

You are building an AI system.
Which task should you include to help the service meet the Microsoft transparency principle for responsible AI?

  • A. Enable autoscaling to ensure that a service scales based on demand.
  • B. Provide documentation to help developers debug code.
  • C. Ensure that all visuals have an associated text that can be read by a screen reader.
  • D. Ensure that a training dataset is representative of the population.
Reveal Solution  Discussion  0

Correct Answer: B  πŸ—³οΈ

Select the answer that correctly completes the sentence.

Reveal Solution  Discussion  0

Correct Answer:


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

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

Statement 1: In the Foundry playground, you can upload a local image and include text in the same message when prompting a multimodal model. = Yes Microsoft documentation for vision-enabled chat models states that in the chat session pane, you can select the attachment button, upload an image, add a text prompt such as "Describe this image," and then submit it.
Statement 2: When using the OpenAI Responses API and a vision-enabled model, images can be provided only as base64-encoded image data. = No Images are not limited to base64 data. The Responses API supports image input through an image URL, and Azure OpenAI documentation also describes examples using base64 encoded image data.
Statement 3: Prompts that include images require deploying a text-only model because multimodal capabilities are handled by the application layer. = No Image prompts require a vision-enabled multimodal model, not a text-only model. Azure OpenAI vision- capable models accept image and text inputs directly.

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