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New GitHub-Copilot Test Notes & Exam GitHub-Copilot Collection Pdf
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GitHub GitHub-Copilot Exam Syllabus Topics:
Topic
Details
Topic 1
- How GitHub Copilot Works and Handles DataThis section of the exam measures the skills of Data Security Specialists and DevOps Engineers and covers how GitHub Copilot processes data, handles code suggestions and manages privacy concerns. It explains the data pipeline for Copilot’s suggestions, how it gathers context, and how prompts are processed through its AI model. The section also discusses the limitations of AI-generated code, the effects of historical data on suggestions, and the role of prompt crafting. Best practices for improving prompt effectiveness and optimizing AI-generated responses are included.
Topic 2
- Prompt Engineering: This section of the exam measures skills of AI Engineers and Software Developers and covers the fundamentals of prompt engineering, including key principles, techniques, and best practices for generating high-quality outputs. It explains different prompting strategies such as zero-shot and few-shot prompting, how context influences AI-generated responses, and the role of structured prompts in guiding Copilot's behavior. It also discusses the prompt lifecycle and ways to enhance model performance through refined input instructions.
Topic 3
- Testing with GitHub Copilot: This section of the exam measures skills of QA Engineers and Test Automation Specialists and covers AI-assisted testing methodologies, including the generation of unit tests, integration tests, and edge case detection. It explains how GitHub Copilot improves test effectiveness by suggesting relevant assertions and boilerplate test cases. The section also discusses privacy considerations, organizational code suggestion settings, and best practices for configuring GitHub Copilot’s testing features.
GitHub CopilotCertification Exam Sample Questions (Q38-Q43):
NEW QUESTION # 38
What is a benefit of using custom models in GitHub Copilot?
- A. Responses are faster to produce and appear sooner
- B. Responses are guaranteed to be correct
- C. Responses use the organization's LLM engine
- D. Responses use practices and patterns in your repositories
Answer: D
Explanation:
Custom models in GitHub Copilot allow the tool to learn from the specific code patterns and practices within your repositories. This results in suggestions that are more aligned with your organization's coding standards and conventions, improving the relevance and accuracy of the generated code.
NEW QUESTION # 39
What configuration needs to be set to get help from Microsoft and GitHub protecting against IP infringement while using GitHub Copilot?
- A. You need to check code suggestions yourself before accepting
- B. Suggestions matching public code to 'blocked'
- C. Enforce blocking of MIT or GPL licensed code
- D. Enable GitHub Copilot license checking
Answer: B
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 # 40
Which of the following is correct about GitHub Copilot Knowledge Bases?
- A. Indexing is static
- B. All repos are indexed
- C. All file types are indexed
- D. It is an Enterprise feature
Answer: D
Explanation:
GitHub Copilot Knowledge Bases is an Enterprise feature that allows the tool to use an organization's internal documentation and code for more accurate and relevant suggestions.
NEW QUESTION # 41
How is GitHub Copilot Individual billed? (Each correct answer presents part of the solution. Choose two.)
- A. Monthly as a subscription
- B. Free (not billed) for all open source projects
- C. Annually as a subscription
- D. Monthly, as a metered service based on actual consumption
Answer: A,C
Explanation:
GitHub Copilot Individual is billed as a monthly or annual subscription.
NEW QUESTION # 42
What is the correct way to access the audit log events for GitHub Copilot Business?
- A. Use the Code tab in the GitHub repository
- B. Navigate to the Insights tab in the repository settings
- C. Navigate to the Security tab in the organization's GitHub settings
- D. Use the Audit log section in the organization's GitHub settings
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 # 43
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