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GitHub GitHub-Copilot Exam Syllabus Topics:

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

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GitHub CopilotCertification Exam Sample Questions (Q109-Q114):

NEW QUESTION # 109
Which Copilot Individual features are available when using a supported extension for Visual Studio, VS Code, or JetBrains IDEs? (Each correct answer presents part of the solution. Choose two.)

A. Chat
B. Code suggestions
C. Knowledge Base
D. Pull Request Diff Analysis

Answer: A,B

Explanation:
GitHub Copilot Individual provides code suggestions and chat features when used with supported IDE extensions like Visual Studio, VS Code, and JetBrains IDEs.

NEW QUESTION # 110
How does GitHub Copilot suggest code optimizations for improved performance?

A. By enforcing strict coding standards that ensure optimal performance.
B. By automatically rewriting the codebase to use more efficient code.
C. By analyzing the codebase and suggesting more efficient algorithms or data structures.
D. By providing detailed reports on the performance of the codebase.

Answer: C

Explanation:
GitHub Copilot suggests code optimizations by analyzing the codebase and recommending more efficient algorithms or data structures.

NEW QUESTION # 111
Which scenarios can GitHub Copilot Chat be used to increase productivity? Each correct answer presents part of the solution. (Choose two.)

A. A developer is added to a new project and would like to understand the current software code.
B. A project plan for the team needs to be generated using a project management software.
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: A,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 # 112
How long does it take content exclusion to add or be updated?

A. Up to 30 minutes
B. 60 - 90 minutes
C. 24 hours
D. 45 - 60 minutes

Answer: A

Explanation:
Content exclusions typically take up to 30 minutes to be added or updated.

NEW QUESTION # 113
What is a likely effect of GitHub Copilot being trained on commonly used code patterns?

A. Suggest innovative coding solutions that are not yet popular.
B. Suggest homogeneous solutions if provided a diverse data set.
C. Suggest completely novel projects, while reducing time on a project.
D. Suggest code snippets that reflect the most common practices in the training data.

Answer: D

Explanation:
GitHub Copilot is likely to suggest code snippets that reflect common practices in its training data, as it learns from frequently used patterns.

NEW QUESTION # 114
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