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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: GitHub Copilot Plans and Features | 31% | - Copilot Chat and code suggestion capabilities - Differences between Copilot Individual, Business, and Enterprise plans - Configuration options and productivity features - Implementing and managing Copilot plans for an organization - IDE integration (VS Code, Visual Studio, JetBrains) |
| Topic 2: Testing with GitHub Copilot | 9% | - Generating unit tests and integration tests - Improving test coverage with AI suggestions - Identifying edge cases - Editor configuration and org-level suggestion settings |
| Topic 3: Responsible AI with GitHub Copilot | 7% | - Bias and fairness in AI-generated code - Privacy and transparency considerations - Validating AI output and mitigation strategies - Ethical AI principles and responsible use - Risks and limitations of generative AI tools |
| Topic 4: Developer Use Cases for AI | 14% | - Debugging applications - Automating repetitive development tasks - Documentation generation - Learning new languages and frameworks - SDLC support and productivity insights - Code generation and refactoring |
| Topic 5: Prompt Engineering and AI Interaction | 9% | - Refining prompts for better coding results - Crafting and refining prompts (prompt engineering) - Improving Copilot responses using context - Creating effective prompts |
| Topic 6: How GitHub Copilot Works and Handles Data | 15% | - The prompt creation process - AI model response generation - Privacy and data handling within Copilot - Understanding that private repository content is not used to train models - How Copilot gathers code context |
| Topic 7: Privacy Fundamentals and Context Exclusions | 15% | - Content exclusions at repository and organization level - Effects and limitations of content exclusions - Troubleshooting: missing suggestions, exclusions not applied, triggering Copilot - Ownership of AI-generated outputs - Safeguards: duplication detector, contractual protection, data collection settings |
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NEW QUESTION # 18
What is a limitation of content exclusions?
Answer: C
Explanation:
"Content exclusions can only be configured at the enterprise level by an enterprise administrator. Repository or organization admins cannot configure them directly." This confirms that configuration is limited to enterprise administrators, making option C correct.
References: GitHub Copilot content exclusions configuration documentation.
NEW QUESTION # 19
Which of the following are true about code suggestions? (Each correct answer presents part of the solution.
Choose two.)
Answer: C,D
Explanation:
Exact extracts:
* "You can accept individual words, lines, or entire suggestions with keyboard shortcuts." References: GitHub Copilot editor usage documentation.
NEW QUESTION # 20
Which GitHub Copilot plan could an Azure DevOps organization use without requiring a GitHub Enterprise license?
Answer: A
Explanation:
"GitHub Copilot for Azure DevOps is available to Azure DevOps organizations without requiring a GitHub Enterprise license." This confirms that Copilot for Azure DevOps is the correct plan for such organizations.
References: GitHub Copilot for Azure DevOps documentation.
NEW QUESTION # 21
Which of the following is a risk associated with using AI?
Answer: C
Explanation:
A risk associated with AI is that its decisions can be difficult to interpret, leading to a lack of transparency and potential misunderstandings.
NEW QUESTION # 22
When using GitHub Copilot Chat to generate unit tests, which slash command would you use?
Answer: D
Explanation:
"/tests: Generate unit tests for the selected code or function."
This is the official description of the /tests slash command, confirming it is the command used to create unit tests.
References: GitHub Copilot Chat slash command reference.
NEW QUESTION # 23
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