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GitHub GitHub-Copilot Exam Overview:
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| Topic | Details |
|---|
| Topic 1 | - 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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| 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 | - 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 4 | - How GitHub Copilot Works and Handles Data: This 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.
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| Topic 5 | - 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.
|
| Topic 6 | - 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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GitHub CopilotCertification Exam Sample Questions (Q128-Q133):
NEW QUESTION # 128
What is the main purpose of the duplication detection filter in GitHub Copilot?
- A. To encourage the user to follow coding best practices preventing code duplication.
- B. To allow administrators to control which suggestions are visible to developers based on custom criteria.
- C. To detect and block suggestions that match public code snippets on GitHub if they contain about
150 characters. - D. To compare user-generated code against a private repository for potential matches.
Answer: C
Explanation:
The duplication detection filter checks any suggestion against public GitHub code - examining roughly 150 characters of generated code and its surrounding context - and blocks suggestions that match or closely resemble public snippets.
NEW QUESTION # 129
When using GitHub Copilot Chat to generate unit tests, which slash command would you use?
- A. /create-tests
- B. /tests
- C. /init-tests
- D. /generate-tests
Answer: D
Explanation:
The /generate-tests slash command instructs Copilot Chat to create unit tests for the selected code.
NEW QUESTION # 130
How does GitHub Copilot suggest code optimizations for improved performance?
- A. By analyzing the codebase and suggesting more efficient algorithms or data structures.
- B. By enforcing strict coding standards that ensure optimal performance.
- C. By providing detailed reports on the performance of the codebase.
- D. By automatically rewriting the codebase to use more efficient code.
Answer: A
Explanation:
GitHub Copilot suggests code optimizations by analyzing the codebase and recommending more efficient algorithms or data structures.
NEW QUESTION # 131
What two options navigate to configure duplicate detection? Each correct answer presents part of the solution. (Choose two.)
- A. Organization settings → Copilot → Policies
- B. Enterprise settings → Copilot → Policies
- C. User settings → Copilot → Policies
- D. Repository settings → Copilot → Policies
Answer: A,B
Explanation:
Organization‑ and enterprise‑level Copilot policies (including duplicate‑detection settings) live under Copilot → Policies in both the GitHub Organization Settings and the Enterprise Settings.
NEW QUESTION # 132
How does GitHub Copilot Chat ensure that a function works correctly?
- A. By writing the implementation code for the function.
- B. By executing the test cases to validate the correctness of the code.
- C. By automatically writing all the tests for the function.
- D. By suggesting assertions based on the code's context and semantics.
Answer: D
Explanation:
GitHub Copilot Chat can suggest assertions based on the code's context and semantics to help developers verify the correctness of their functions. These assertions serve as checks that the function behaves as expected under various conditions.
NEW QUESTION # 133
......
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