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GitHub GitHub-Copilot Exam Syllabus Topics:

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

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GitHub CopilotCertification Exam Sample Questions (Q104-Q109):

NEW QUESTION # 104
Which of the following describes role prompting?

Answer: D

Explanation:
Role prompting involves explicitly stating your role or the persona you want GitHub Copilot to adopt within your prompt. This helps Copilot provide more contextually relevant and accurate suggestions. By defining your role (e.g., "As a senior software engineer," "As a technical writer"), you guide Copilot to tailor its responses to align with the expertise and perspective associated with that role. This improves the quality and relevance of the generated code and explanations.


NEW QUESTION # 105
What configuration needs to be set to get help from Microsoft and GitHub protecting against IP infringement while using GitHub Copilot?

Answer: C

Explanation:
To help protect against IP infringement, you need to configure GitHub Copilot to block suggestions that match public code. This ensures that the generated code is not directly copied from publicly available sources.


NEW QUESTION # 106
Your organization wants GitHub Copilot Enterprise to suggest code based on internal coding practices and documentation. Which of the following features should be configured to allow Copilot to access and utilize organization-specific content?

Answer: C

Explanation:
GitHub Copilot Enterprise allows organizations to create and configure Knowledge Bases containing internal code snippets, documentation, best practices, and more. These resources are used by Copilot to provide contextually relevant suggestions based on proprietary content.
Reference:
https://docs.github.com/en/enterprise-cloud@latest/Copilot/customizing-Copilot/managing-Copilot-knowledge-bases


NEW QUESTION # 107
Which of the following GitHub Copilot Business related activities can be tracked using the organization audit logs?

Answer: A

Explanation:
Organization audit logs track changes to content exclusion settings, providing administrators with visibility into configuration changes.


NEW QUESTION # 108
A company is currently storing code in Bitbucket and would like to use GitHub Copilot. Which GitHub Copilot plan will be most cost effective to allow them to manage users with their Identity Provider (e.g. Okta)?

Answer: A

Explanation:
For organizations that do not have a GitHub Enterprise Cloud (GHEC) subscription, the GitHub Copilot Business plan is indeed the most cost-effective option that supports an Identity Provider (IdP) like Okta.
Why this plan fits:
Cost: At $19 USD per user/month, it is significantly cheaper than the Copilot Enterprise plan ($39 USD per user/month).
IdP Support: It provides SAML SSO support, allowing you to manage user access through Okta even if your code is hosted elsewhere (e.g., Bitbucket).
No GHEC Requirement: Unlike the "Enterprise" tier, this specific SKU allows you to provide enterprise-style identity and access management without a full GitHub Enterprise setup.
Reference:
https://dev.to/codewithsimon/what-is-github-copilot-and-how-can-it-boost-your-productivity-14gg


NEW QUESTION # 109
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