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Microsoft GH-300 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Prompt engineering and context crafting	10%	- Prompt design 1. Zero-shot and few-shot prompting 2. Prompt structure and context usage - Optimization 1. Prompt refinement techniques
Topic 2: Use GitHub Copilot responsibly	15%	- Responsible AI principles 1. Risks and limitations of generative AI 2. Ethical AI usage and governance 3. Validation of AI-generated output - Copilot responsible operation 1. Safe usage practices in development workflows
Topic 3: Improve developer productivity with Copilot	10%	- Testing and security 1. Unit and integration test generation 2. Security and performance suggestions - Software development enhancement 1. Legacy code modernization 2. Sample data generation 3. Code generation and refactoring
Topic 4: Privacy, exclusions, and safeguards	15%	- Security safeguards 1. Security warnings and mitigations 2. Duplication detection - Privacy configuration 1. Content exclusions and repository controls 2. Data ownership and usage limitations
Topic 5: Understand GitHub Copilot data and architecture	15%	- Data handling 1. Data flow and privacy boundaries 2. Input processing and prompt construction - System behavior and limitations 1. LLM limitations 2. Suggestion lifecycle
Topic 6: Use GitHub Copilot features	30%	- IDE integration 1. CLI usage and setup 2. File and repository exclusions 3. Inline suggestions and chat usage - Organization administration 1. Policy management and feature control 2. Audit logs and subscription management - Advanced Copilot capabilities 1. Pull request summaries and code review 2. Copilot Spaces and Spark 3. Agent Mode and Edit Mode

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Microsoft GitHub Copilot Sample Questions (Q42-Q47):

NEW QUESTION # 42
What is the main purpose of the duplication detection filter in GitHub Copilot?

A. To allow administrators to control which suggestions are visible to developers based on custom criteria.
B. To compare user-generated code against a private repository for potential matches.
C. To encourage the user to follow coding best practices preventing code duplication.
D. To detect and block suggestions that match public code snippets on GitHub if they contain about 150 characters.

Answer: D

Explanation:
"GitHub Copilot has a duplication detection filter that checks suggestions of about 150 characters or longer against public code on GitHub. If a match is found, the suggestion is blocked if you have configured blocking." This clearly defines the purpose as preventing Copilot from suggesting verbatim code found publicly.
References: GitHub Copilot duplication detection documentation.

NEW QUESTION # 43
Which of the following is correct about GitHub Copilot Knowledge Bases?

A. All repos are indexed
B. All file types are indexed
C. Indexing is static
D. It is an Enterprise feature

Answer: D

Explanation:
GitHub Copilot Knowledge Bases is an Enterprise feature that allows the tool to use an organization's internal documentation and code for more accurate and relevant suggestions.
Reference: GitHub Copilot Enterprise Knowledge Base documentation.

NEW QUESTION # 44
What role does chat history play in GitHub Copilot's code suggestions?

A. Chat history is stored and shared with other users to enhance collaboration.
B. Chat history provides context to GitHub Copilot, improving the relevance and accuracy of its code suggestions.
C. Chat history is used to train the GitHub Copilot model in real-time.
D. Chat history is irrelevant to GitHub Copilot and does not affect its functionality.

Answer: B

Explanation:
Chat history provides valuable context to GitHub Copilot, helping it generate more relevant and accurate code suggestions based on previous interactions and conversations.
Reference: GitHub Copilot Chat history documentation.

NEW QUESTION # 45
When using GitHub Copilot Chat to generate unit tests, which slash command would you use?

A. /generate-tests
B. /init-tests
C. /create-tests
D. /tests

Answer: D

Explanation:
"/tests: Generate unit tests for the selected code or function."
This is the official description of the /tests slash command, confirming it is the command used to create unit tests.
References: GitHub Copilot Chat slash command reference.

NEW QUESTION # 46
You are deploying a new development environment to a Windows 11 device.
You need to install GitHub Copilot CLI, and then start an interactive GitHub Copilot CLI session.
Which command should you run for each requirement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

NEW QUESTION # 47
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