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Microsoft GH-300 Exam Syllabus Topics:

SectionWeightObjectives
Privacy Fundamentals and Context Exclusions15%- Safeguards: duplication detector, contractual protection, data collection settings
- Troubleshooting: missing suggestions, exclusions not applied, triggering Copilot
- Effects and limitations of content exclusions
- Ownership of AI-generated outputs
- Content exclusions at repository and organization level
How GitHub Copilot Works and Handles Data15%- Privacy and data handling within Copilot
- How Copilot gathers code context
- AI model response generation
- The prompt creation process
- Understanding that private repository content is not used to train models
GitHub Copilot Plans and Features31%- Differences between Copilot Individual, Business, and Enterprise plans
- Configuration options and productivity features
- Copilot Chat and code suggestion capabilities
- Implementing and managing Copilot plans for an organization
- IDE integration (VS Code, Visual Studio, JetBrains)
Prompt Engineering and AI Interaction9%- Improving Copilot responses using context
- Refining prompts for better coding results
- Creating effective prompts
- Crafting and refining prompts (prompt engineering)
Testing with GitHub Copilot9%- Editor configuration and org-level suggestion settings
- Identifying edge cases
- Generating unit tests and integration tests
- Improving test coverage with AI suggestions
Developer Use Cases for AI14%- Learning new languages and frameworks
- Code generation and refactoring
- Documentation generation
- Automating repetitive development tasks
- Debugging applications
- SDLC support and productivity insights
Responsible AI with GitHub Copilot7%- Risks and limitations of generative AI tools
- Validating AI output and mitigation strategies
- Ethical AI principles and responsible use
- Bias and fairness in AI-generated code
- Privacy and transparency considerations

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Microsoft GitHub Copilot Sample Questions (Q124-Q129):

NEW QUESTION # 124
How is GitHub Copilot Individual billed? (Each correct answer presents part of the solution. Choose two.)

Answer: B,D

Explanation:
GitHub Copilot Individual is billed as a monthly or annual subscription.
Reference: GitHub Copilot Individual pricing.


NEW QUESTION # 125
What should developers consider when relying on GitHub Copilot for generating code that involves statistical analysis?

Answer: A

Explanation:
Developers should consider that GitHub Copilot's suggestions are based on statistical trends and may not always be accurate for specific datasets, requiring careful validation.
Reference: GitHub Copilot data analysis limitations.


NEW QUESTION # 126
Where can you validate if GitHub Copilot is not returning suggestions because of content exclusions?

Answer: B

Explanation:
Exact extracts:
* "When a file is affected by a content exclusion setting, GitHub Copilot will not suggest code completion in that file..." References: GitHub Copilot official troubleshooting documentation on content exclusions.


NEW QUESTION # 127
What GitHub Copilot pricing plan gives you access to your company's knowledge bases?

Answer: B

Explanation:
GitHub Copilot Enterprise provides access to your company's knowledge bases, enabling the tool to provide contextually relevant suggestions based on your organization's specific documentation and code.
Reference: GitHub Copilot Enterprise pricing and features.


NEW QUESTION # 128
What is the best way to share feedback about GitHub Copilot Chat when using it on GitHub Mobile?

Answer: D

Explanation:
"On GitHub Mobile, you can use emojis in the Copilot Chat interface to provide quick feedback on the responses." This makes option A correct.
References: GitHub Copilot Mobile documentation.


NEW QUESTION # 129
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