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Microsoft GH-300 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|
| Developer Use Cases for AI | 14% | - Learning new languages and frameworks - Documentation generation - Debugging applications - SDLC support and productivity insights - Code generation and refactoring - Automating repetitive development tasks
|
| GitHub Copilot Plans and Features | 31% | - IDE integration (VS Code, Visual Studio, JetBrains) - Implementing and managing Copilot plans for an organization - Differences between Copilot Individual, Business, and Enterprise plans - Copilot Chat and code suggestion capabilities - Configuration options and productivity features
|
| Responsible AI with GitHub Copilot | 7% | - Bias and fairness in AI-generated code - Privacy and transparency considerations - Ethical AI principles and responsible use - Risks and limitations of generative AI tools - Validating AI output and mitigation strategies
|
| Testing with GitHub Copilot | 9% | - Editor configuration and org-level suggestion settings - Generating unit tests and integration tests - Identifying edge cases - Improving test coverage with AI suggestions
|
| Privacy Fundamentals and Context Exclusions | 15% | - Ownership of AI-generated outputs - Effects and limitations of content exclusions - Safeguards: duplication detector, contractual protection, data collection settings - Content exclusions at repository and organization level - Troubleshooting: missing suggestions, exclusions not applied, triggering Copilot
|
| Prompt Engineering and AI Interaction | 9% | - Refining prompts for better coding results - Creating effective prompts - Improving Copilot responses using context - Crafting and refining prompts (prompt engineering)
|
| How GitHub Copilot Works and Handles Data | 15% | - Understanding that private repository content is not used to train models - How Copilot gathers code context - AI model response generation - Privacy and data handling within Copilot - The prompt creation process
|
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GH-300全真問題集、GH-300問題例
GH-300試験の質問は、当社の製品を使用して試験を準備し、夢の証明書を取得できると信じています。より良い求人を希望する場合は、適切なプロ品質を備えなければならないことを私たちは皆知っています。私たちのGH-300学習教材はあなたのそばにいて気配りのあるサービスを提供する用意があります、そして私たちのGH-300学習教材はすべてのお客様に心からお勧めします。想像できる。 GH-300トレーニングガイドには多くの利点があります。
Microsoft GitHub Copilot 認定 GH-300 試験問題 (Q23-Q28):
質問 # 23
You use GitHub Copilot to develop a web app named App1 in a repository named Repo1.
Repo1 contains generated files and supporting artifacts.
You discover that GitHub Copilot suggestions in the IDE are being generated based on files that are NOT part of the App1 source code.
You need to ensure that GitHub Copilot ignores these files.
What should you do?
- A. Add repository custom instructions telling GitHub Copilot not to use the generated files.
- B. Disable GitHub Copilot inline suggestions in the IDE.
- C. Configure Copilot content exclusion rules by modifying the GitHub Copilot settings of Repo1.
- D. Add the generated files and supporting artifacts to the .gitignore file of Repo1.
正解:C
解説:
GitHub Copilot content exclusion is the feature designed to prevent specified repository files or directories from being used as Copilot context. GitHub ' s documentation states that repository administrators can configure exclusions in the repository ' s settings under Copilot and Content exclusion. When content is excluded, it does not inform inline suggestions in other files, which directly addresses the problem of generated or supporting artifacts influencing suggestions for App1. A .gitignore file controls Git version tracking behavior, not Copilot context. Disabling inline suggestions would remove the desired feature rather than fix its context, and repository custom instructions are guidance rather than an access restriction.
Therefore, configure Copilot content exclusion rules in the GitHub Copilot settings for Repo1.
質問 # 24
How does GitHub Copilot Enterprise assist in code reviews during the pull request process? (Select two.)
- A. It automatically merges pull requests after an automated review.
- B. It generates a prose summary and a bulleted list of key changes for pull requests.
- C. It can validate the accuracy of the changes in the pull request.
- D. It can answer questions about the changeset of the pull request.
正解:B、D
解説:
GitHub Copilot Enterprise assists in code reviews by generating summaries of pull requests and answering questions about the changes made.
質問 # 25
What is few-shot prompting?
- A. Telling GitHub Copilot from which sources it should base the response on
- B. Telling GitHub Copilot to iterate several times on the answer before returning it to you
- C. Telling GitHub Copilot to try multiple times to answer the prompt
- D. Telling GitHub Copilot about the mechanism you want it to use and how to incorporate that into the response
正解:D
解説:
"Few-shot prompting is a technique where you provide examples of the mechanism or output you want the model to follow. These examples guide the AI's responses." This proves that option A is correct.
References: GitHub Copilot prompt engineering documentation.
質問 # 26
What kind of insights can the GitHub Copilot usage metrics API provide to help evaluate the effectiveness of GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)
- A. The API can provide feedback on coding style and standards compliance.
- B. The API can generate detailed reports on code quality improvements made by GitHub Copilot.
- C. The API can provide Copilot Chat specific suggestions acceptance metrics.
- D. The API can refactor your code to improve productivity.
- E. The API can track the number of code suggestions accepted and used in the organization.
正解:C、E
解説:
Exact extracts:
* "The Copilot usage metrics API allows organizations to track the number of suggestions shown and accepted by members." References: GitHub Copilot metrics API documentation.
質問 # 27
Which REST API endpoint is used to modify details about a GitHub Copilot Business subscription? (Each correct answer presents part of the solution. Choose two.)
- A. Reassign Copilot seats based on GitHub repository size
- B. Remove teams from the Copilot subscription for an organization
- C. Add teams to the Copilot subscription for an organization
- D. Upgrade or downgrade the subscription tier
- E. Migrate Copilot seat assignments between GitHub organizations
正解:B、C
解説:
The REST API endpoints are used to add and remove teams from the Copilot Business subscription within an organization.
Reference: GitHub Copilot Business API documentation.
質問 # 28
......
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