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Microsoft GH-300 Exam Overview:
| Certification Vendor: | Microsoft |
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| Exam Name: | GitHub Copilot |
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| Exam Number: | GH-300 |
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| Exam Duration: | 100 minutes |
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| Related Certifications: | GitHub Actions GitHub Foundations |
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| Real Exam Qty: | 65 |
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| Passing Score: | 700 / 1000 |
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| Available Languages: | Japanese, English, Korean, Portuguese (Brazil), Spanish |
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| Exam Format: | Multiple-choice, Scenario-based |
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| Exam Price: | $99 USD |
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| Certificate Validity Period: | 1 year (renewable) |
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| Sample Questions: | Microsoft GH-300 Sample Questions |
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| Exam Way: | Online proctored exam (Pearson VUE) |
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| Pre Condition: | No formal prerequisites. Microsoft recommends practical experience using GitHub Copilot in an IDE and a general understanding of software development principles. |
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| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/github-copilot |
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| Topic | Details |
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| Topic 1 | - 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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| Topic 2 | - Responsible :This section of the exam measures skills of AI Ethics Officers and Risk Managers and covers the responsible and ethical usage of AI technologies. It explains the risks and limitations associated with generative AI tools, including biases in training data and the need to validate AI outputs. Candidates learn how to operate AI responsibly by identifying potential harms such as bias, fairness, privacy concerns, and mitigating these harms by applying ethical AI principles.
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| Topic 3 | - Domain 4: Prompt Crafting and Prompt Engineering This section measures skills of Software Developers and AI Interaction Designers in effectively crafting prompts to optimize Copilot’s output. It reviews foundational concepts such as prompt components, the role of language in prompting, zero-shot vs. few-shot prompting, and how chat history influences responses. Best practices and engineering principles for prompt design and training methods are also covered.
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| Topic 4 | - 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.
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Microsoft GitHub Copilot Sample Questions (Q112-Q117):
NEW QUESTION # 112
Which Copilot Enterprise features are available in all commercially supported IDEs?
- A. Inline suggestions
- B. Chat
- C. Pull request summaries
- D. Knowledge bases
Answer: A,B
Explanation:
"Copilot Enterprise provides inline code suggestions and Copilot Chat in all commercially supported IDEs.
Additional features, such as pull request summaries and knowledge bases, are available in GitHub.com." This confirms that inline suggestions and Chat are the features consistently available in IDEs.
References: GitHub Copilot Enterprise feature documentation.
NEW QUESTION # 113
Why is code reviewing still necessary when using GitHub Copilot to write tests?
- A. Because GitHub Copilot can cover all possible scenarios in your test cases.
- B. Because GitHub Copilot generates the best code possible for the test scenario.
- C. Because GitHub Copilot's generated test cases may not cover all possible scenarios.
- D. Because GitHub Copilot replaces the need for manual testing.
Answer: C
Explanation:
Code review is necessary because GitHub Copilot's generated test cases might not cover all possible scenarios, especially edge cases and complex interactions.
NEW QUESTION # 114
What are the different ways to give context to GitHub Copilot to get more precise responses? (Each correct answer presents part of the solution. Choose two.)
- A. Utilize chat variables like *file to anchor the conversation within the specific context of the files or editors in use.
- B. Utilize to interpret developer's thoughts and intentions without any code or comments.
- C. Access developer's previous projects and code repositories to understand their coding style without explicit permission.
- D. Engage with chat participants such as @workspace to incorporate collaborative context into the responses.
Answer: A,D
Explanation:
Exact extracts:
* "You can give Copilot Chat additional context using variables such as @workspace or @file to scope the conversation." References: GitHub Copilot Chat variables and context documentation.
NEW QUESTION # 115
What is a key consideration when relying on GitHub Copilot Chat's explanations of code functionality and proposed improvements?
- A. The explanations are primarily derived from user-provided documentation.
- B. GitHub Copilot Chat uses a static database for generating explanations.
- C. The explanations are dynamically updated based on user feedback.
- D. Reviewing and validating the generated output for accuracy and completeness.
Answer: D
Explanation:
While GitHub Copilot Chat can provide helpful explanations and suggestions, it's crucial to review and validate the generated output. Copilot's suggestions are based on its training data, and they may not always be perfectly accurate or complete. Human judgment is essential to ensure the quality and correctness of the code.
Reference: GitHub Copilot best practices and usage guidelines.
NEW QUESTION # 116
What are the potential limitations of GitHub Copilot Chat? (Each correct answer presents part of the solution.
Choose two.)
- A. Ability to handle complex code structures
- B. Limited training data
- C. Extensive support for all programming languages
- D. No biases in code suggestions
Answer: A,B
Explanation:
Exact extracts:
* "GitHub Copilot Chat, like all AI models, is limited by its training data and may not always provide accurate or up-to-date answers." References: GitHub Copilot Chat limitations documentation.
NEW QUESTION # 117
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