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Microsoft GH-300 Exam Syllabus Topics:
Topic
Details
Topic 1
- Domain 6: Testing with GitHub Copilot: This section measures abilities of QA Engineers and Test Automation Specialists to use Copilot for test generation, including unit and integration tests. It explains how Copilot can identify edge cases and assist in writing assertions. The domain also covers different Copilot subscription SKUs, privacy considerations, organizational code suggestion settings, and configuration files related to Copilot.
Topic 2
- Developer Use Cases for AI: Targeting Software Engineers and Technical Leads, this domain elaborates on how AI improves developer productivity across common tasks like learning new languages, translation, documentation, debugging, data science, and refactoring. It discusses Copilot’s support in software development lifecycle management and highlights its limitations. Use of the productivity API to track Copilot’s impact is also included.
Topic 3
- GitHub Copilot Plans and Feature: This domain targets Product Managers and DevOps Engineers and focuses on understanding the various GitHub Copilot subscription plans like Individual, Business, and Enterprise, including distinctions and management features. It covers how Copilot is integrated into IDEs, different triggering methods for code suggestions, organizational policy management, subscription administration via API, and effective use of Copilot Chat and Knowledge Bases. Candidates also learn about CLI usage and configuration.
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Microsoft GitHub Copilot Sample Questions (Q77-Q82):
NEW QUESTION # 77
How long does it take content exclusion to add or be updated?
- A. Up to 30 minutes
- B. 24 hours
- C. 60 - 90 minutes
- D. 45 - 60 minutes
Answer: A
Explanation:
Content exclusions typically take up to 30 minutes to be added or updated.
Reference: GitHub Copilot content exclusion documentation.
NEW QUESTION # 78
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. Enable GitHub Copilot license checking
- C. Suggestions matching public code to 'blocked'
- D. Enforce blocking of MIT or GPL licensed code
Answer: C
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.
Reference: GitHub Copilot documentation on IP protection and code filtering.
NEW QUESTION # 79
What types of prompts or code snippets might be flagged by the GitHub Copilot toxicity filter? (Each correct answer presents part of the solution. Choose two.)
- A. Sexually suggestive or explicit content
- B. Hate speech or discriminatory language (e.g., racial slurs, offensive stereotypes)
- C. Code comments containing strong opinions or criticisms
- D. Code that contains logical errors or produces unexpected results
Answer: A,B
Explanation:
GitHub Copilot includes a toxicity filter to prevent the generation of harmful or inappropriate content. This filter flags prompts or code snippets that contain hate speech, discriminatory language, or sexually suggestive or explicit content. This ensures a safe and respectful coding environment.
Reference: GitHub Copilot documentation on safety and content filtering.
NEW QUESTION # 80
What are the potential limitations of GitHub Copilot Chat? (Each correct answer presents part of the solution. Choose two.)
- A. No biases in code suggestions
- B. Limited training data
- C. Extensive support for all programming languages
- D. Ability to handle complex code structures
Answer: B,C
Explanation:
GitHub Copilot Chat has limitations such as limited training data, which can affect the accuracy of its suggestions, and it does not provide extensive support for all programming languages.
NEW QUESTION # 81
What can be done during AI development to minimize bias?
- A. Improve on the computational efficiency and speed.
- B. Collect massive amounts of data for training.
- C. Focus on accuracy of the data.
- D. Use diverse data, fairness metrics, and human oversight.
Answer: D
Explanation:
"Minimizing bias requires diverse datasets, use of fairness metrics, and human oversight throughout development and deployment." This clearly confirms that the proper approach is a combination of diverse data, fairness metrics, and oversight.
References: Microsoft Responsible AI and GitHub Copilot fairness guidelines.
NEW QUESTION # 82
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