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Microsoft GH-300 Exam Syllabus Topics:

Section	Weight	Objectives
Improve developer productivity	10–15	- Accelerate coding and boilerplate generation - Optimize workflows and collaboration - Automate testing, documentation, and refactoring
Use GitHub Copilot responsibly	15–20	- Understand responsible AI principles - Adhere to ethical guidelines and compliance - Manage intellectual property and attribution
Understand data and architecture	10–15	- Explain how Copilot processes and trains on data - Identify security and compliance controls - Describe data privacy and retention policies
Apply prompt engineering and context building	10–15	- Provide context and constraints to improve output - Iterate and refine prompts - Design effective prompts for different tasks
Configure privacy, exclusions, and security	10–15	- Manage enterprise privacy settings - Monitor and audit usage - Set up content exclusions and data controls
Use GitHub Copilot features	25–30	- Use features across IDEs, GitHub, and CLI - Compare GitHub Copilot plans and capabilities - Leverage Copilot Chat and integrations

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Microsoft GitHub Copilot Sample Questions (Q90-Q95):

NEW QUESTION # 90
Which of the following prompts can be used to guide GitHub Copilot Chat in refactoring code for quality improvements? (Each correct answer presents part of the solution. Choose two.)

A. "Refactor my application to meet the latest coding standards."
B. "Suggest ways to enhance the maintainability of this code segment."
C. "Show me how to improve the readability of this function."
D. "Predict future coding trends and update my codebase accordingly."

Answer: B,C

Explanation:
Effective prompts for refactoring include requests that focus on specific quality improvements, such as readability and maintainability. These prompts guide GitHub Copilot to provide relevant and actionable suggestions.
Reference: GitHub Copilot prompt engineering best practices.

NEW QUESTION # 91
What is zero-shot prompting?

A. Giving GitHub Copilot examples of the algorithm and outcome you want to use
B. Telling GitHub Copilot it needs to show only the correct answer
C. Only giving GitHub Copilot a question as a prompt and no examples
D. Giving GitHub Copilot examples of the problem you want to solve
E. Giving as little context to GitHub Copilot as possible

Answer: C

Explanation:
Zero-shot prompting involves asking GitHub Copilot a question or giving a task without providing any examples. This relies on the model's pre-existing knowledge to generate a response.

NEW QUESTION # 92
You use GitHub Copilot to develop a web app named App1 in a repository named Repo1.
Repo1 contains generated files and supporting artifacts.
You discover that GitHub Copilot suggestions in the IDE are being generated based on files that are NOT part of the App1 source code.
You need to ensure that GitHub Copilot ignores these files.
What should you do?

A. Configure Copilot content exclusion rules by modifying the GitHub Copilot settings of Repo1.
B. Add the generated files and supporting artifacts to the .gitignore file of Repo1.
C. Add repository custom instructions telling GitHub Copilot not to use the generated files.
D. Disable GitHub Copilot inline suggestions in the IDE.

Answer: A

Explanation:
GitHub Copilot content exclusion is the feature designed to prevent specified repository files or directories from being used as Copilot context. GitHub ' s documentation states that repository administrators can configure exclusions in the repository ' s settings under Copilot and Content exclusion. When content is excluded, it does not inform inline suggestions in other files, which directly addresses the problem of generated or supporting artifacts influencing suggestions for App1. A .gitignore file controls Git version tracking behavior, not Copilot context. Disabling inline suggestions would remove the desired feature rather than fix its context, and repository custom instructions are guidance rather than an access restriction.
Therefore, configure Copilot content exclusion rules in the GitHub Copilot settings for Repo1.

NEW QUESTION # 93
Which REST API endpoint is used to modify details about a GitHub Copilot Business subscription? (Each correct answer presents part of the solution. Choose two.)

A. Upgrade or downgrade the subscription tier
B. Reassign Copilot seats based on GitHub repository size
C. Migrate Copilot seat assignments between GitHub organizations
D. Remove teams from the Copilot subscription for an organization
E. Add teams to the Copilot subscription for an organization

Answer: D,E

NEW QUESTION # 94
What is the correct way to exclude specific files from being used by GitHub Copilot Business during code suggestions?

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

Answer: B

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 # 95
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