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GitHub GitHub-Copilot Exam Syllabus Topics:

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

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GitHub CopilotCertification Exam Sample Questions (Q72-Q77):

NEW QUESTION # 72
An independent contractor develops applications for a variety of different customers. Assuming no concerns from their customers, which GitHub Copilot plan is best suited?

Answer: E

Explanation:
For an independent contractor, GitHub Copilot Individual is the most suitable and cost-effective plan.


NEW QUESTION # 73
Which GitHub Copilot pricing plans include features that exclude your GitHub Copilot data like usage, prompts, and suggestions from default training GitHub Copilot? (Choose two.)

Answer: A,D

Explanation:
GitHub Copilot Business and Enterprise plans both include the "data excluded from training by default" feature, ensuring that your prompts, usage data, and suggestions are not used to train GitHub's models.


NEW QUESTION # 74
What reasons could apply if code suggestions are not working in your editor? (Choose three.)

Answer: B,C,D

Explanation:
Without an active internet connection, Copilot cannot reach its service to fetch suggestions.
If you're editing in a language that Copilot doesn't support, it won't produce completions.
An invalid or expired Copilot license will prevent any suggestions from appearing.


NEW QUESTION # 75
What method can be used to interact with GitHub Copilot?

Answer: B

Explanation:
GitHub Copilot is an AI-powered code completion tool that integrates directly into supported Integrated Development Environments (IDEs) and code editors, such as Visual Studio Code, JetBrains IDEs, NeoVim, and others. Developers interact with it through their coding environment, where it provides real-time code suggestions, autocompletions, and (in some cases) chat-like capabilities via extensions or plugins (e.g., GitHub Copilot Chat in supported editors).
Evaluation of Options:
* A. By using a properly configured GitHub CLIThe GitHub CLI (Command Line Interface) is a tool for interacting with GitHub repositories and workflows from the terminal, but it is not a method for interacting with GitHub Copilot. Copilot operates within code editors/IDEs, not through the CLI.
Incorrect.
* B. By using chat capabilities in NeoVimThis is partially correct. GitHub Copilot can be used in NeoVim with the appropriate plugin (e.g., the Copilot.vim plugin), and GitHub Copilot Chat-a feature that allowsconversational interaction-may also be available depending on the setup and version.
However, "chat capabilities in NeoVim" alone is not the primary or standard way to describe Copilot interaction, as it's more about code suggestions than chat. This is the closest option but not perfectly precise.Partially correct.
* C. From a watch window in an IDE debug sessionThe "watch window" in an IDE is used during debugging to monitor variable values, not to interact with GitHub Copilot. Copilot provides suggestions while coding, not specifically in debug sessions or watch windows.Incorrect.
* D. From a web browser athttps://github.copilot.comThere is no such URL as "https://github.copilot.
com" dedicated to interacting with GitHub Copilot. Copilot is accessed via GitHub's authentication and integrated into editors/IDEs, not through a standalone web browser interface. Information about Copilot is available on GitHub's official site (e.g.,https://github.com/features/copilot), but interaction happens in the coding environment.Incorrect.


NEW QUESTION # 76
What is a benefit of using custom models in GitHub Copilot?

Answer: D

Explanation:
Custom models in GitHub Copilot allow the tool to learn from the specific code patterns and practices within your repositories. This results in suggestions that are more aligned with your organization's coding standards and conventions, improving the relevance and accuracy of the generated code.


NEW QUESTION # 77
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