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Microsoft GH-300 Exam Syllabus Topics:

TopicDetails
Topic 1
  • 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.
Topic 2
  • How GitHub Copilot Works and Handles Data: Designed for Machine Learning Engineers and Data Privacy Specialists, this section covers the data lifecycle and processing behind Copilot’s code suggestions. It explains how context is gathered, prompts constructed, responses generated, and post-processed through proxy services. Candidates understand Copilot’s data policies, handling of inputs, and limitations such as context window size and data age influencing suggestion relevance.
Topic 3
  • Privacy Fundamentals and Context Exclusions: This domain focuses on Security Engineers and Compliance Officers and addresses improving code quality with Copilot’s test suggestions and security optimizations. It covers identification of security vulnerabilities, performance enhancements, and privacy features like content exclusions at repository and organization levels with explanation of their limitations. Candidates learn about safeguarding mechanisms such as duplication detection, contractual protections, security checks, and troubleshooting guide for common Copilot issues including context exclusions and suggestion gaps.

Reference: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/GH-300

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Microsoft GitHub Copilot Sample Questions:

What method can be used to interact with GitHub Copilot?

  • A. From a watch window in an IDE debug session
  • B. By using a properly configured GitHub CLI
  • C. By using chat capabilities in NeoVim
  • D. From a web browser at https://github.copilot.com
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for 2Pass4sure members. You can sign-up / login (it's free).

Which of the following prompts can be used to guide GitHub Copilot Chat in refactoring code for quality improvements? (Each correct answer presents part of the solution. Choose two.)

  • A. " Refactor my application to meet the latest coding standards. "
  • B. " Show me how to improve the readability of this function. "
  • C. " Predict future coding trends and update my codebase accordingly. "
  • D. " Suggest ways to enhance the maintainability of this code segment. "
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

Explanation: Only visible for 2Pass4sure members. You can sign-up / login (it's free).

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. Add teams to the Copilot subscription for an organization
  • B. Reassign Copilot seats based on GitHub repository size
  • C. Upgrade or downgrade the subscription tier
  • D. Migrate Copilot seat assignments between GitHub organizations
  • E. Remove teams from the Copilot subscription for an organization
Reveal Solution  Discussion  0

Correct Answer: A,E  🗳️

What is one of the recommended practices when using GitHub Copilot Chat to enhance code quality?

  • A. Disable Copilot ' s inline suggestions.
  • B. Regularly review and refactor the code suggested by Copilot.
  • C. Avoid using Copilot for complex tasks.
  • D. Rely solely on Copilot ' s suggestions without reviewing them.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for 2Pass4sure members. You can sign-up / login (it's free).

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

  • A. The GitHub Copilot logs on GitHub.com under your user settings
  • B. The GitHub Copilot icon in the status bar of the editor will display a message
  • C. The GitHub Copilot errors panel in your IDE
  • D. The code suggestions window will display a warning message
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for 2Pass4sure members. You can sign-up / login (it's free).

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