Dellenny outlines free, official study materials for the GitHub Copilot Certification Exam, guiding developers through Microsoft Learn modules, documentation, and community tips for mastering responsible AI and AI-assisted coding.

Free & Official Learning Resources for the GitHub Copilot Certification Exam

Author: Dellenny
Date: November 7, 2025

Proving your mastery of GitHub Copilot through certification demonstrates strong AI-assisted development skills. This guide details the best free, official resources from Microsoft and GitHub to help you prepare—no paid materials required.

What Is the GitHub Copilot Certification Exam?

The exam certifies your expertise in:

  • Responsible AI usage
  • Copilot features and plans
  • Privacy and ethical data handling
  • Practical prompt crafting
  • Using Copilot in software development workflows
  • Testing and real-world scenarios

Questions cover both multiple-choice and scenario-based formats, testing knowledge and responsible coding practices with AI.

Official Free Learning Resources

1. Microsoft Learn Modules

  • “GitHub Copilot Fundamentals” learning path covers prompt crafting, code suggestions, integrations, and best practices.
  • Includes lessons, videos, and quizzes.
  • Directly aligned with exam domains for both beginners and seasoned developers.

2. Official Study Guide and Exam Domains

  • The study guide lists every skill measured, exam domain, and percentage weight.
  • Example breakdown:
    • Responsible AI: 7%
    • Copilot Plans & Features: 31%
    • Copilot Operations & Data Handling: 15%
    • Prompt Engineering: 9%
    • Developer Use Cases: 14%
    • Testing with Copilot: 9%
    • Privacy: 15%
  • Use this for focused and efficient exam preparation.

3. GitHub Copilot Documentation

  • Details Copilot’s architecture, prompt interpretation, data processing, privacy, and plan distinctions.
  • Practical examples and workflow integrations for daily coding tasks.

4. Practice Assessments and Exam Sandbox

  • Microsoft offers realistic practice exams to identify strengths and gaps.
  • The exam sandbox simulates the real environment for navigation and timing.

5. GitHub Community Discussions

  • Community threads feature exam tips, Q&A, and experience sharing from staff and certified users.
  • Participate in weekly study groups for up-to-date info and motivation.

Structured 4-Week Preparation Plan

Week 1:

  • Review study guide and start “GitHub Copilot Fundamentals” modules.
  • Explore official documentation, focusing on Copilot functionality in different IDEs.

Week 2:

  • Deep dive into Copilot features, plans, and data handling.
  • Hands-on practice in your chosen editor.
  • Begin prompt engineering exercises.

Week 3:

  • Focus on developer use cases, testing, and privacy.
  • Study Copilot’s role in debugging and writing unit tests.
  • Reinforce responsible AI and ethical coding concepts.

Week 4:

  • Attempt official practice assessment and use exam sandbox.
  • Address weak areas, revisit modules, and join community threads for last-minute tips.

Why These Free Resources Are Sufficient

  • Official: Alignment with GitHub/Microsoft exam standards.
  • Comprehensive & Updated: Covers every domain with current info.
  • Free: All critical materials are accessible without cost.

Tips for Success

  • Make Copilot part of your daily workflow
  • Practice and refine prompt writing
  • Study Responsible AI guidelines
  • Engage in peer discussions
  • Simulate real exam conditions with practice tests

Useful References

About the Author:
Dellenny shares technical guides and tips focused on AI-assisted development and practical software engineering.

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