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Microsoft GH-300 Exam Syllabus Topics:

Topic	Details
Topic 1	Responsible :This section of the exam measures skills of AI Ethics Officers and Risk Managers and covers the responsible and ethical usage of AI technologies. It explains the risks and limitations associated with generative AI tools, including biases in training data and the need to validate AI outputs. Candidates learn how to operate AI responsibly by identifying potential harms such as bias, fairness, privacy concerns, and mitigating these harms by applying ethical AI principles.
Topic 2	Domain 4: Prompt Crafting and Prompt Engineering This section measures skills of Software Developers and AI Interaction Designers in effectively crafting prompts to optimize Copilot’s output. It reviews foundational concepts such as prompt components, the role of language in prompting, zero-shot vs. few-shot prompting, and how chat history influences responses. Best practices and engineering principles for prompt design and training methods are also covered.
Topic 3	How GitHub Copilot Works and Handles Data: Designed for Machine Learning Engineers and Data Privacy Specialists, this section covers the data lifecycle and processing behind Copilot’s code suggestions. It explains how context is gathered, prompts constructed, responses generated, and post-processed through proxy services. Candidates understand Copilot’s data policies, handling of inputs, and limitations such as context window size and data age influencing suggestion relevance.

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Microsoft GitHub Copilot Sample Questions (Q25-Q30):

NEW QUESTION # 25
When can GitHub Copilot still use content that was excluded using content exclusion?

A. When the repository level settings allow overrides by the user.
B. When the user prompts with @workspace.
C. If the contents of an excluded file are referenced in code that is not excluded, for example function calls.
D. If the content exclusion was configured at the enterprise level, and is overwritten at the organization level.

Answer: C

Explanation:
GitHub Copilot can still use excluded content if it is referenced in code that is not excluded, such as function calls.
Reference: GitHub Copilot content exclusion documentation.

NEW QUESTION # 26
Where is the proxy service hosted?

A. Microsoft Azure
B. Amazon Web Service
C. Google Cloud Platform
D. Self hosted

Answer: A

Explanation:
The proxy service for GitHub Copilot is hosted on Microsoft Azure.
Reference: GitHub Copilot infrastructure and hosting information.

NEW QUESTION # 27
What reasons could apply if code suggestions are not working in your editor? (Select three.)

A. Your content exclusion is active and blocks the use of GitHub Copilot
B. Your programming language is not supported
C. You are working in files included in your .gitignore
D. You do not have a valid GitHub Copilot license
E. You do not have an active internet connection

Answer: B,D,E

Explanation:
Exact extracts:
* "Copilot requires an active internet connection to provide suggestions."
* "Copilot does not support all programming languages."
References: GitHub Copilot troubleshooting documentation.

NEW QUESTION # 28
What are the effects of content exclusions? (Each correct answer presents part of the solution. Choose two.)

A. The excluded content is not directly available to GitHub Copilot to use as context.
B. The excluded content is no longer used while debugging the code.
C. GitHub Copilot suggestions are no longer available in the excluded files.
D. The IDE will not count coding suggestions in the excluded content.

Answer: A,C

Explanation:
Content exclusions prevent GitHub Copilot from using the excluded content as context and stop suggestions from being generated in those files.
Reference: GitHub Copilot content exclusion documentation.

NEW QUESTION # 29
How do you generate code suggestions with GitHub Copilot in the CLI?

A. Type out the code snippet # Use the copilot refine command to enhance it # Review the suggested command.
B. Use gh copilot suggest # Write the command you want # Select the best suggestion from the list.
C. Describe the project's architecture # Use the copilot generate command # Accept the generated suggestion.
D. Write code comments # Press the suggestion shortcut # Select the best suggestion from the list.

Answer: B

Explanation:
"To generate a suggestion, run gh copilot suggest, provide your command description, then review and select from the suggestions returned." This confirms the CLI command flow in option C.
References: GitHub Copilot CLI documentation.

NEW QUESTION # 30
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