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| Topic |
Details |
| Topic 1 |
- Developer Use Cases for AI: This section of the exam measures skills of Full-Stack Developers and Cloud Engineers and covers how AI enhances developer productivity across various tasks such as learning new programming languages, debugging, writing documentation, and refactoring code. It discusses how GitHub Copilot integrates with the Software Development Lifecycle (SDLC) and its role in modernizing legacy applications. It also highlights the use of AI for personalized responses, sample data generation, and improving overall efficiency in software development.
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| Topic 2 |
- Privacy Fundamentals and Context Exclusions: This section of the exam measures skills of Cybersecurity Specialists and Compliance Officers and covers privacy safeguards and content exclusion settings in GitHub Copilot. It explains how Copilot can identify security vulnerabilities, suggest optimizations, and enforce secure coding practices. It also includes details on content ownership, data filtering mechanisms, and exclusion configurations. The section concludes with troubleshooting guidelines for managing context exclusions and ensuring compliance with organizational security policies.
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| Topic 3 |
- Responsible AI: This section of the exam measures the skills of AI Ethics Analysts and AI Developers and covers the principles of responsible AI usage, the risks associated with AI, and the limitations of generative AI tools. It includes the importance of validating AI-generated outputs and operating AI systems responsibly. It also explores potential harms such as bias, privacy concerns, and fairness issues, along with methods to mitigate these risks. The ethical considerations of AI development and deployment are also discussed.
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| Topic 4 |
- 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.
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| Topic 5 |
- GitHub Copilot Plans and FeaturesThis section of the exam measures the skills of Software Engineers and IT Administrators and covers different GitHub Copilot plans, including Individual, Business, and Enterprise editions. It explains the integration of GitHub Copilot within IDEs and discusses key features such as inline chat, multiple suggestions, and exception handling. The section details the policies for managing GitHub Copilot within organizations, including auditing logs and API management. It also highlights advanced functionalities like knowledge bases for improved code quality and best practices for Copilot Chat usage.
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GitHub CopilotCertification Exam Sample Questions (Q29-Q34):
NEW QUESTION # 29
What is the best way to share feedback about GitHub Copilot Chat when using it on GitHub Mobile?
- A. The Settings menu in the GitHub Mobile app.
- B. Use the emojis in the Copilot Chat interface.
- C. The feedback section on the GitHub website.
- D. By tweeting at GitHub's official X (previously known as Twitter) account.
Answer: B
Explanation:
The best way to share feedback on GitHub Mobile is using the emojis in the Copilot Chat interface, which allows for direct and immediate feedback.
NEW QUESTION # 30
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. Code suggestions
- B. Knowledge Base
- C. Chat
- D. Pull Request Diff Analysis
Answer: A,C
Explanation:
GitHub Copilot Individual provides code suggestions and chat features when used with supported IDE extensions like Visual Studio, VS Code, and JetBrains IDEs.
NEW QUESTION # 31
How does the /tests slash command assist developers?
- A. Integrates with external testing frameworks.
- B. Constructs detailed test documentation.
- C. Executes test cases to find issues with the code.
- D. Creates unit tests for the selected code.
Answer: D
Explanation:
The /tests slash command in GitHub Copilot Chat creates unit tests for the selected code, helping developers ensure the functionality and reliability of their code.
NEW QUESTION # 32
Which GitHub Copilot plan allows for prompt and suggestion collection?
- A. GitHub Copilot Enterprise
- B. GitHub Copilot Codespace
- C. GitHub Copilot Business
- D. GitHub Copilot Individuals
Answer: A
Explanation:
GitHub Copilot Enterprise allows for prompt and suggestion collection, enabling organizations to analyze and improve their usage of the tool.
NEW QUESTION # 33
What is a likely effect of GitHub Copilot being trained on commonly used code patterns?
- A. Suggest code snippets that reflect the most common practices in the training data.
- B. Suggest completely novel projects, while reducing time on a project.
- C. Suggest innovative coding solutions that are not yet popular.
- D. Suggest homogeneous solutions if provided a diverse data set.
Answer: A
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 # 34
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