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GitHub GitHub-Copilot Exam Syllabus Topics:

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

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                                GitHub CopilotCertification Exam Sample Questions (Q41-Q46):

                                NEW QUESTION # 41
                                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: B,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 # 42
                                You are configuring GitHub Copilot in the CLI for a smoother developer experience. Which of the following aliases can be set up to perform common actions like code suggestions and explanations?

                                Answer: C,E

                                Explanation:
                                ghcs is a commonly configured alias for the GitHub Copilot CLI command to suggest code. It simplifies the user experience by allowing developers to quickly prompt Copilot from the terminal.
                                ghce stands for GitHub Copilot Explain and is another helpful alias that allows developers to request natural language explanations for code from the terminal.
                                Reference:
                                https://docs.github.com/en/Copilot/managing-Copilot/configure-personal-settings/configuring-github-Copilot-in-the-cli#setting-up-aliases


                                NEW QUESTION # 43
                                How long does it take content exclusion to add or be updated?

                                Answer: B

                                Explanation:
                                Content exclusions typically take up to 30 minutes to be added or updated.


                                NEW QUESTION # 44
                                How can GitHub Copilot facilitate a smoother learning experience when diving into a new programming language? (Each correct answer presents part of the solution. Choose two.)

                                Answer: A,D

                                Explanation:
                                GitHub Copilot helps with learning new languages by providing guidance on common tasks and by converting comments into code, allowing developers to see syntax in action.


                                NEW QUESTION # 45
                                How does GitHub Copilot typically handle code suggestions that involve deprecated features or syntax of programming languages?

                                Answer: A

                                Explanation:
                                GitHub Copilot generates suggestions from patterns in its training corpus, so if deprecated syntax or features were part of that data, it can still propose them-developers must review and update any outdated code.


                                NEW QUESTION # 46
                                ......

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