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Microsoft GH-300 Exam Syllabus Topics:

TopicDetails
Topic 1
  • 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.
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
  • 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 4
  • 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.
Topic 5
  • Domain 6: Testing with GitHub Copilot: This section measures abilities of QA Engineers and Test Automation Specialists to use Copilot for test generation, including unit and integration tests. It explains how Copilot can identify edge cases and assist in writing assertions. The domain also covers different Copilot subscription SKUs, privacy considerations, organizational code suggestion settings, and configuration files related to Copilot.
Topic 6
  • 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:

In what ways can GitHub Copilot contribute to the design phase of the Software Development Life Cycle (SDLC)?

  • A. GitHub Copilot can generate user interface (UI) prototypes without prompting.
  • B. GitHub Copilot can independently create a complete software design.
  • C. GitHub Copilot can manage design team collaboration and version control.
  • D. GitHub Copilot can suggest design patterns and best practices relevant to the project.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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

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

  • A. GitHub Copilot Business
  • B. GitHub Copilot Enterprise
  • C. GitHub Copilot Professional
  • D. GitHub Copilot Individual
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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

How can you use GitHub Copilot to get inline suggestions for refactoring your code? (Select two.)

  • A. By adding comments to your code and triggering a suggestion.
  • B. By using the " /fix " command in GitHub Copilot in-line chat.
  • C. By running the gh copilot fix command.
  • D. By highlighting the code you want to fix, right-clicking, and selecting " Fix using GitHub Copilot. "
  • E. By highlighting the code you want to fix, right-clicking, and selecting " Refactor using GitHub Copilot."
Reveal Solution  Discussion  0

Correct Answer: A,E  🗳️

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

Which scenarios can GitHub Copilot Chat be used to increase productivity? (Each correct answer presents part of the solution. Choose two.)

  • A. A developer is added to a new project and would like to understand the current software code.
  • B. Fast tracking of release management activities to move code to production main branch.
  • C. A project plan for the team needs to be generated using a project management software.
  • D. Create a documentation file for the newly created code base.
Reveal Solution  Discussion  0

Correct Answer: A,D  🗳️

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

When using an IDE with a supported GitHub Copilot plug-in, which Chat features can be accessed from within the IDE? (Each correct answer presents part of the solution. Choose two.)

  • A. Generate unit tests
  • B. Plan coding tasks
  • C. Find out about releases and commits
  • D. Explain code and suggest improvements
Reveal Solution  Discussion  0

Correct Answer: A,D  🗳️

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

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