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Microsoft GH-300 Exam Syllabus Topics:

Topic	Details
Topic 1	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 2	Domain 6: Testing with GitHub Copilot: This section measures abilities of QA Engineers and Test Automation Specialists to use Copilot for test generation, including unit and integration tests. It explains how Copilot can identify edge cases and assist in writing assertions. The domain also covers different Copilot subscription SKUs, privacy considerations, organizational code suggestion settings, and configuration files related to Copilot.
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.
Topic 4	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.

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Microsoft GitHub Copilot Sample Questions (Q57-Q62):

NEW QUESTION # 57
What is a limitation of content exclusions?

A. Content exclusions can only be configured by an enterprise administrator.
B. Content exclusions can be worked around as it is only available for Git repositories.
C. Content exclusions are only available in the GitHub Copilot Individual plan.
D. Repository administrators and organization owners cannot manage content exclusion settings.

Answer: A

Explanation:
"Content exclusions can only be configured at the enterprise level by an enterprise administrator. Repository or organization admins cannot configure them directly." This confirms that configuration is limited to enterprise administrators, making option C correct.
References: GitHub Copilot content exclusions configuration documentation.

NEW QUESTION # 58
How does the /tests slash command assist developers?

A. Executes test cases to find issues with the code.
B. Constructs detailed test documentation.
C. Creates unit tests for the selected code.
D. Integrates with external testing frameworks.

Answer: C

Explanation:
The /tests slash command in GitHub Copilot Chat creates unit tests for the selected code, helping developers ensure the functionality and reliability of their code.
Reference: GitHub Copilot Chat command documentation.

NEW QUESTION # 59
What is the correct way to exclude specific files from being used by GitHub Copilot Business during code suggestions?

A. Use the GitHub Copilot settings in the user interface to exclude files.
B. Modify the .gitignore file to include the specific files.
C. Rename the files to include the suffix _no_copilot.
D. Add the specific files to a copilot.ignore file.

Answer: A

Explanation:
The correct way to exclude files is through the GitHub Copilot settings in the user interface, which allows administrators to specify files and directories to be ignored.

NEW QUESTION # 60
How is GitHub Copilot Individual billed? (Each correct answer presents part of the solution. Choose two.)

A. Annually as a subscription
B. Monthly, as a metered service based on actual consumption
C. Monthly as a subscription
D. Free (not billed) for all open source projects

Answer: A,C

Explanation:
GitHub Copilot Individual is billed as a monthly or annual subscription.
Reference: GitHub Copilot Individual pricing.

NEW QUESTION # 61
Which of the following describes role prompting?

A. Tell GitHub Copilot in what tone of voice it should respond
B. Prompt GitHub Copilot to explain what was the role of a suggestion
C. Describing in your prompt what your role is to get a better suggestion
D. Giving GitHub Copilot multiple examples of the form of the data you want to use

Answer: C

Explanation:
Role prompting involves explicitly stating your role or the persona you want GitHub Copilot to adopt within your prompt. This helps Copilot provide more contextually relevant and accurate suggestions. By defining your role (e.g., "As a senior software engineer," "As a technical writer"), you guide Copilot to tailor its responses to align with the expertise and perspective associated with that role. This improves the quality and relevance of the generated code and explanations.

NEW QUESTION # 62
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