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GitHub GitHub-Copilot Exam Syllabus Topics:

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

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GitHub CopilotCertification Exam Sample Questions (Q129-Q134):

NEW QUESTION # 129
How can GitHub Copilot assist developers during the requirements analysis phase of the Software Development Life Cycle (SDLC)?

A. By managing stakeholder communication and meetings.
B. By providing templates and code snippets that help in documenting requirements.
C. By automatically generating detailed requirements documents.
D. By identifying and fixing potential requirement conflicts when using /help.

Answer: B

Explanation:
GitHub Copilot can assist during the requirements analysis phase by providing templates and code snippets that aid in documenting requirements. This helps streamline the process of capturing and organizing project requirements.

NEW QUESTION # 130
How is GitHub Copilot Individual billed? (Each correct answer presents part of the solution. Choose two.)

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

Answer: A,D

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

NEW QUESTION # 131
What is a likely effect of GitHub Copilot being trained on commonly used code patterns?

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

Answer: A

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 # 132
What kind of insights can the GitHub Copilot usage metrics API provide to help evaluate the effectiveness of GitHub Copilot? Each correct answer presents part of the solution. (Choose two.)

A. The API can provide feedback on coding style and standards compliance.
B. The API can generate detailed reports on code quality improvements made by GitHub Copilot.
C. The API can provide Copilot Chat specific suggestions acceptance metrics.
D. The API can refactor your code to improve productivity.
E. The API can track the acceptance rate of code suggestions accepted and used in the organization.

Answer: C,E

Explanation:
The GitHub Copilot usage metrics API provides insights into the acceptance rate of code suggestions and Copilot Chat specific suggestions acceptance metrics, helping organizations evaluate its effectiveness.

NEW QUESTION # 133
How does GitHub Copilot Enterprise assist in code reviews during the pull request process? (Select two.)

A. It automatically merges pull requests after an automated review.
B. It can validate the accuracy of the changes in the pull request.
C. It can answer questions about the changeset of the pull request.
D. It generates a prose summary and a bulleted list of key changes for pull requests.

Answer: C,D

Explanation:
GitHub Copilot Enterprise assists in code reviews by generating summaries of pull requests and answering questions about the changes made.

NEW QUESTION # 134
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