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GitHub GitHub-Copilot Exam Syllabus Topics:

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

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GitHub CopilotCertification Exam Sample Questions (Q69-Q74):

NEW QUESTION # 69
If you are working on open source projects, GitHub Copilot Individual can be paid:

A. Copilot Individual is a free service for all open source projects
B. Through an Azure Subscription
C. Based on the payment method in your user profile
D. Through an invoice or a credit card

Answer: C

NEW QUESTION # 70
1.
blog.yatricloud.com
blog.yatricloud.com

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

Answer: B,C

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 # 71
What is used by GitHub Copilot in the IDE to determine the prompt context?

A. The open tabs in the IDE and the current folder of the terminal.
B. Information from the IDE like open tabs, cursor location, selected code.
C. All the code in the current repository and any git submodules.
D. All the code visible in the current IDE.

Answer: B

Explanation:
Copilot gathers context directly from your IDE - including which files or tabs are open, where your cursor is positioned, and any selected code - to tailor its suggestions to exactly where and how you're coding.

NEW QUESTION # 72
Where can you validate if GitHub Copilot is not returning suggestions because of content exclusions?

A. The GitHub Copilot icon in the status bar of the editor will display a message
B. The code suggestions window will display a warning message
C. The GitHub Copilot errors panel in your IDE
D. The GitHub Copilot logs on GitHub.com under your user settings

Answer: A

Explanation:
The GitHub Copilot icon in your editor's status bar will display a message whenever suggestions are blocked due to content exclusions, making it the place to check for such notifications.

NEW QUESTION # 73
While working in Visual Studio Code, a developer notices inline code suggestions appearing as they type. The suggestions seem to adapt based on comments and previously written code. What does this behavior best describe about GitHub Copilot in the IDE?

A. Copilot uses pre-written or readymade templates to insert common code blocks
B. Copilot analyzes comments and context to generate real-time code suggestions tailored for your requirementsright
C. Copilot can only operate through command palette triggers, not inline chat
D. Copilot generates suggestions only from previously written code in the current file

Answer: B

Explanation:
GitHub Copilot in IDEs like VS Code works by analyzing the surrounding code and developer comments in real-time. It uses this context to suggest relevant completions, often inline as you type.
Reference:
https://learn.microsoft.com/en-us/training/modules/introduction-to-github-Copilot/3-interacting-with-Copilot

NEW QUESTION # 74
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