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GitHub GitHub-Copilot Exam Syllabus Topics:

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

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GitHub CopilotCertification Exam Sample Questions (Q17-Q22):

NEW QUESTION # 17
What two options navigate to configure duplicate detection? Each correct answer presents part of the solution. (Choose two.)

Answer: A,D

Explanation:
Organization‑ and enterprise‑level Copilot policies (including duplicate‑detection settings) live under Copilot → Policies in both the GitHub Organization Settings and the Enterprise Settings.


NEW QUESTION # 18
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: C

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 # 19
Which of the following is the correct way to access the audit log events for GitHub Copilot Business?

Answer: D

Explanation:
Audit log events for GitHub Copilot Business can be accessed through the Audit log section within the organization's GitHub settings. This log provides a record of activities related to Copilot usage and configuration.


NEW QUESTION # 20
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 # 21
Which of the following is a risk associated with using AI?

Answer: A

Explanation:
A risk associated with AI is that its decisions can be difficult to interpret, leading to a lack of transparency and potential misunderstandings.


NEW QUESTION # 22
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