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GitHub GitHub-Copilot Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Responsible AI	7%–20%	- Ethical and safe use of AI tools - Legal and compliance considerations
Topic 2: Prompt Crafting and Prompt Engineering	9%–15%	- Designing effective prompts - Iterative improvement and context management
Topic 3: Testing with GitHub Copilot	9%–15%	- Verifying output quality and correctness - Generating tests and validation
Topic 4: How GitHub Copilot Works and Handles Data	10%–15%	- Architecture and underlying technology - Data processing, retention, and usage policies - Context collection and privacy controls
Topic 5: GitHub Copilot Plans and Features	25%–31%	- Configuration and settings - Feature comparison and capabilities - Free, Pro, Business, Enterprise plans
Topic 6: Privacy Fundamentals and Context Exclusions	15%–20%	- Protecting sensitive information - Configuring context exclusion rules
Topic 7: Developer Use Cases for AI	14%–20%	- Integration with IDEs and workflows - Code generation and completion - Refactoring, documentation, and testing

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GitHub CopilotCertification Exam Sample Questions (Q130-Q135):

NEW QUESTION # 130
Which of the following GitHub Copilot Business related activities can be tracked using the organization audit logs?

A. Code suggestions made by GitHub Copilot
B. Accepted chat suggestions
C. Suggestions blocked by duplication detection filtering
D. Changes to content exclusion settings

Answer: D

NEW QUESTION # 131
What is one of the recommended practices when using GitHub Copilot Chat to enhance code quality?

A. Rely solely on Copilot's suggestions without reviewing them.
B. Disable Copilot's inline suggestions.
C. Regularly review and refactor the code suggested by Copilot.
D. Avoid using Copilot for complex tasks.

Answer: C

Explanation:
Regularly reviewing and refactoring Copilot's output helps ensure that generated code adheres to your project's quality standards and catches any issues early.

NEW QUESTION # 132
What are the effects of content exclusions? (Each correct answer presents part of the solution. Choose two.)

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

Answer: C,D

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

NEW QUESTION # 133
How can you improve the context used by GitHub Copilot? (Each correct answer presents part of the solution.
Choose two.)

A. By adding relevant code snippets to your prompt
B. By adding the full file paths to your prompt of important files
C. By opening the relevant tabs in your IDE
D. By adding the important files to your .gitconfig

Answer: A,C

Explanation:
Improving the context for GitHub Copilot involves opening relevant files in your IDE to provide immediate context and adding relevant code snippets directly to your prompts to give Copilot specific examples and information.

NEW QUESTION # 134
Which scenarios can GitHub Copilot Chat be used to increase productivity? Each correct answer presents part of the solution. (Choose two.)

A. A project plan for the team needs to be generated using a project management software.
B. A developer is added to a new project and would like to understand the current software code.
C. Create a documentation file for the newly created code base.
D. Fast tracking of release management activities to move code to production main branch.

Answer: B,C

Explanation:
GitHub CopilotꢀChat can draft documentation directly from your code's structure and comments, and it can walk a new team member through existing code by summarizing and explaining its components, thereby boosting onboarding efficiency and overall productivity.

NEW QUESTION # 135
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