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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
  • 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.
Topic 3
  • 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.

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

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Microsoft GitHub Copilot Sample Questions:

You have a GitHub Copilot subscription.
You need to start an interactive GitHub Copilot CLI session from the root folder of a project.
If you are NOT authenticated, GitHub Copilot must prompt you to sign in.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Reveal Solution  Discussion  0

Correct Answer:


What GitHub Copilot feature can be configured at the organization level to prevent GitHub Copilot suggesting publicly available code snippets?

  • A. GitHub Copilot Chat in the IDE
  • B. GitHub Copilot duplication detection filter
  • C. GitHub Copilot access to Bing
  • D. GitHub Copilot Chat in GitHub Mobile
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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

How does GitHub Copilot identify matching code and ensure that public code is appropriately handled or blocked? (Each correct answer presents part of the solution. Choose two.)

  • A. Reviewing and storing user-specific private repository data for future suggestions
  • B. Implementing safeguards to detect and avoid suggesting verbatim snippets from public code
  • C. Using machine learning models trained only on private repositories
  • D. Filtering out suggestions that match code from public repositories
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

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

Which of the following steps correctly demonstrates how to establish an organization-wide policy for GitHub Copilot Business to restrict its use to certain repositories?

  • A. Create a copilot.policy file in each repository
  • B. Configure the policies in the organization settings
  • C. Create a copilot.policy in the .github repository
  • D. Apply policies through the GitHub Actions configuration
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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

Identify the right use cases where GitHub Copilot Chat is most effective. (Each correct answer presents part of the solution. Choose two.)

  • A. Explain a legacy COBOL code and translate the code to another language like Python.
  • B. Create a technical requirement specification from the business requirement documentation
  • C. Creation of end-to-end performance testing scenarios for a web application
  • D. Creation of a unit test scenario for newly developed Python code
Reveal Solution  Discussion  0

Correct Answer: A,D  🗳️

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

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