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GitHub GitHub-Copilot Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: GitHub Copilot Data, Privacy, and Architecture		- Data handling and privacy safeguards 1. Data usage and retention considerations 2. Content exclusions and enterprise controls
Topic 2: Developer Productivity with Copilot		- Workflow optimization 1. Using Copilot in IDE workflows 2. Debugging and code completion enhancement
Topic 3: GitHub Copilot Plans and Features	31%	- Copilot plans comparison 1. Copilot Individual vs Business vs Enterprise 2. IDE integration and Copilot Chat usage - Core Copilot features 1. CLI and multi-suggestion workflows 2. Inline code suggestions 3. Chat-based assistance
Topic 4: Responsible AI	7%	- Explain responsible usage of AI 1. Bias, privacy, security, and transparency considerations 2. Validating AI-generated output 3. Ethical AI practices and mitigation of harm 4. Risks and limitations of generative AI
Topic 5: Prompt Engineering and Context Crafting		- Effective prompting techniques 1. Zero-shot and few-shot prompting 2. Context optimization for code generation

>> GitHub-Copilot Question Explanations <<

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GitHub CopilotCertification Exam Sample Questions (Q78-Q83):

NEW QUESTION # 78
How long does it take content exclusion to add or be updated?

A. 45 - 60 minutes
B. Up to 30 minutes
C. 60 - 90 minutes
D. 24 hours

Answer: B

NEW QUESTION # 79
How does GitHub Copilot Enterprise assist in code reviews during the pull request process? (Select two.)

A. It can validate the accuracy of the changes in the pull request.
B. It can answer questions about the changeset of the pull request.
C. It generates a prose summary and a bulleted list of key changes for pull requests.
D. It automatically merges pull requests after an automated review.

Answer: B,C

Explanation:
GitHub Copilot Enterprise assists in code reviews by generating summaries of pull requests and answering questions about the changes made.

NEW QUESTION # 80
Which Copilot Individual features are available when using a supported extension for Visual Studio, VS Code, or JetBrains IDEs? (Each correct answer presents part of the solution. Choose two.)

A. Knowledge Base
B. Code suggestions
C. Chat
D. Pull Request Diff Analysis

Answer: B,C

NEW QUESTION # 81
An Organization wants to adopt GitHub Copilot to support their developer in writing code. Which of the following statements best describes the responsible AI operation?

A. Relying solely on Copilot to write unit tests
B. Disabling manual intervention to completely make the development cycle automated
C. Implementing a human code review process to ensure accountability and security checks alongside Copilot-generated coderight
D. Enabling Copilot to commit the code directly into the prod branch without the developer's interference to increase ops speed

Answer: C

Explanation:
Responsible AI operation involves transparency, oversight, and security. By enforcing human review and applying security best practices, teams can ensure responsible AI operation and Accountability.
Reference:
https://learn.microsoft.com/en-us/training/modules/responsible-ai-with-github-Copilot/5-summary?ns-enrollment-type=learningpath&ns-enrollment-id=learn.github-Copilot

NEW QUESTION # 82
How does GitHub Copilot Chat help in understanding the existing codebase?

A. By automatically refactoring code to improve readability.
B. By running code linters and formatters.
C. By providing visual diagrams of the code structure.
D. By answering questions about the code and generating explanations.

Answer: D

Explanation:
GitHub Copilot Chat helps in understanding existing codebases by answering questions about the code and generating explanations. This allows developers to quickly grasp the functionality and structure of unfamiliar code.

NEW QUESTION # 83
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