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GitHub GitHub-Copilot Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: GitHub Copilot Plans and Features25%–31%- Free, Pro, Business, Enterprise plans
- Feature comparison and capabilities
- Configuration and settings
Topic 2: Testing with GitHub Copilot9%–15%- Generating tests and validation
- Verifying output quality and correctness
Topic 3: Privacy Fundamentals and Context Exclusions15%–20%- Configuring context exclusion rules
- Protecting sensitive information
Topic 4: Responsible AI7%–20%- Legal and compliance considerations
- Ethical and safe use of AI tools
Topic 5: How GitHub Copilot Works and Handles Data10%–15%- Architecture and underlying technology
- Data processing, retention, and usage policies
- Context collection and privacy controls
Topic 6: Prompt Crafting and Prompt Engineering9%–15%- Iterative improvement and context management
- Designing effective prompts
Topic 7: Developer Use Cases for AI14%–20%- Code generation and completion
- Refactoring, documentation, and testing
- Integration with IDEs and workflows

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GitHub CopilotCertification Exam Sample Questions (Q18-Q23):

NEW QUESTION # 18
Identify the steps involved in the life cycle of a GitHub Copilot code suggestion? Each correct answer presents part of the solution. (Choose two.)

Answer: A,C

Explanation:
GitHub Copilot begins by capturing your current editing context - such as surrounding code, comments, and cursor position - and then feeds that into its AI model to generate code suggestions tailored to what you're working on.


NEW QUESTION # 19
How can GitHub Copilot facilitate a smoother learning experience when diving into a new programming language? (Each correct answer presents part of the solution. Choose two.)

Answer: B,C

Explanation:
GitHub Copilot helps with learning new languages by providing guidance on common tasks and by converting comments into code, allowing developers to see syntax in action.


NEW QUESTION # 20
How can you improve the context used by GitHub Copilot? (Each correct answer presents part of the solution.
Choose two.)

Answer: A,B

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 # 21
What are the effects of content exclusions? (Each correct answer presents part of the solution.
Choose two.)

Answer: A,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 # 22
How does GitHub Copilot typically handle code suggestions that involve deprecated features or syntax of programming languages?

Answer: B

Explanation:
GitHub Copilot generates suggestions from patterns in its training corpus, so if deprecated syntax or features were part of that data, it can still propose them-developers must review and update any outdated code.


NEW QUESTION # 23
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