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GitHub GitHub-Copilot Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Responsible AI7%- Explain responsible usage of AI
  • 1. Risks and limitations of generative AI
    • 2. Validating AI-generated output
      • 3. Bias, privacy, security, and transparency considerations
        • 4. Ethical AI practices and mitigation of harm
          Topic 2: Prompt Engineering and Context Crafting- Effective prompting techniques
          • 1. Context optimization for code generation
            • 2. Zero-shot and few-shot prompting
              Topic 3: Developer Productivity with Copilot- Workflow optimization
              • 1. Using Copilot in IDE workflows
                • 2. Debugging and code completion enhancement
                  Topic 4: GitHub Copilot Plans and Features31%- Copilot plans comparison
                  • 1. IDE integration and Copilot Chat usage
                    • 2. Copilot Individual vs Business vs Enterprise
                      - Core Copilot features
                      • 1. Chat-based assistance
                        • 2. Inline code suggestions
                          • 3. CLI and multi-suggestion workflows
                            Topic 5: GitHub Copilot Data, Privacy, and Architecture- Data handling and privacy safeguards
                            • 1. Data usage and retention considerations
                              • 2. Content exclusions and enterprise controls

                                >> GitHub GitHub-Copilot New Dumps Sheet <<

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                                GitHub CopilotCertification Exam Sample Questions (Q35-Q40):

                                NEW QUESTION # 35
                                What is a likely effect of GitHub Copilot being trained on commonly used code patterns?

                                Answer: C

                                Explanation:
                                GitHub Copilot is likely to suggest code snippets that reflect common practices in its training data, as it learns from frequently used patterns.


                                NEW QUESTION # 36
                                While working in Visual Studio Code, a developer notices inline code suggestions appearing as they type. The suggestions seem to adapt based on comments and previously written code. What does this behavior best describe about GitHub Copilot in the IDE?

                                Answer: D

                                Explanation:
                                GitHub Copilot in IDEs like VS Code works by analyzing the surrounding code and developer comments in real-time. It uses this context to suggest relevant completions, often inline as you type.
                                Reference:
                                https://learn.microsoft.com/en-us/training/modules/introduction-to-github-Copilot/3-interacting-with-Copilot


                                NEW QUESTION # 37
                                Select a strategy to increase the performance of GitHub Copilot Chat.

                                Answer: A

                                Explanation:
                                Applying prompt engineering techniques to be more specific is the best strategy to increase the performance and relevance of GitHub Copilot Chat's responses.


                                NEW QUESTION # 38
                                A large enterprise wants to enhance the code assistance support for their developers by incorporating internal code standards and best practices into GitHub Copilot. The IT team is also looking for scalable AI assistance with enterprise-level data management and governance. Which of the following plans can best accommodate this requirement?

                                Answer: A

                                Explanation:
                                GitHub Copilot Enterprise includes support for private Knowledge Bases, which enables integration of internal documentation, best practices, and custom code snippets. It also supports enterprise-grade governance, security, and policy enforcement features-ideal for large organizations.
                                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 # 39
                                When can GitHub Copilot still use content that was excluded using content exclusion?

                                Answer: A

                                Explanation:
                                GitHub Copilot can still use excluded content if it is referenced in code that is not excluded, such as function calls.


                                NEW QUESTION # 40
                                ......

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