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GitHub GitHub-Copilot Exam Syllabus Topics:

SectionWeightObjectives
Prompt Engineering and Context Crafting- Effective prompting techniques
  • 1. Zero-shot and few-shot prompting
    • 2. Context optimization for code generation
      GitHub Copilot Plans and Features31%- Core Copilot features
      • 1. Inline code suggestions
        • 2. CLI and multi-suggestion workflows
          • 3. Chat-based assistance
            - Copilot plans comparison
            • 1. Copilot Individual vs Business vs Enterprise
              • 2. IDE integration and Copilot Chat usage
                Responsible AI7%- Explain responsible usage of AI
                • 1. Ethical AI practices and mitigation of harm
                  • 2. Bias, privacy, security, and transparency considerations
                    • 3. Risks and limitations of generative AI
                      • 4. Validating AI-generated output
                        Developer Productivity with Copilot- Workflow optimization
                        • 1. Using Copilot in IDE workflows
                          • 2. Debugging and code completion enhancement
                            GitHub Copilot Data, Privacy, and Architecture- Data handling and privacy safeguards
                            • 1. Data usage and retention considerations
                              • 2. Content exclusions and enterprise controls

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                                GitHub CopilotCertification Exam Sample Questions (Q102-Q107):

                                NEW QUESTION # 102
                                A developer is working for an enterprise that hosts all its code on Bitbucket and wants to leverage GitHub Copilot. However, their organization doesn't have any GitHub repositories. Can they still access GitHub Copilot?

                                Answer: A

                                Explanation:
                                GitHub Copilot Business supports usage with non-GitHub repositories. Developers can use Copilot in supported IDEs regardless of the repository hosting platform, enabling access to AI coding suggestions even if code is hosted outside GitHub.
                                Reference:
                                https://learn.microsoft.com/en-us/training/modules/github-Copilot-management-and-customizations/2-explore-github-Copilot-plans-associated-management-customization- features?ns-enrollment-type=learningpath&ns-enrollment-id=learn.github-Copilot


                                NEW QUESTION # 103
                                How can GitHub Copilot aid developers in writing documentation for their code?

                                Answer: C

                                Explanation:
                                GitHub Copilot can analyze your code's structure and intent to propose concise summaries or descriptive comments, helping you draft documentation more efficiently.


                                NEW QUESTION # 104
                                In what ways can GitHub Copilot support a developer during the code refactoring process? Each correct answer presents part of the solution. (Choose two.)

                                Answer: A,C

                                Explanation:
                                Copilot analyzes your code and suggests refactorings that improve readability and maintainability by applying established best practices.
                                It can propose alternative code patterns that reduce complexity and boost performance through targeted transformations.


                                NEW QUESTION # 105
                                What is the best way to share feedback about GitHub Copilot Chat when using it on GitHub Mobile?

                                Answer: A

                                Explanation:
                                The best way to share feedback on GitHub Mobile is using the emojis in the Copilot Chat interface, which allows for direct and immediate feedback.


                                NEW QUESTION # 106
                                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: A

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


                                NEW QUESTION # 107
                                ......

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