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Learn. Build. Certify.
Open-source certification prep labs for GitHub, cloud & DevOps exams — structured by domain weight, built for engineers who learn by doing.
CertPrep is a community-driven collection of certification prep repositories. Each repo maps to a specific exam and contains:
No paywalls. No fluff. Just structured, open content.
| Repo | Exam | Domain Focus | Status |
|---|---|---|---|
| GH_100_Cert_Prep | GH-100: GitHub Administration | Enterprise, Identity, Actions, Security | ✅ Available |
| GH_500_Cert_Prep | GH-500: GitHub Advanced Security | Secret Scanning, Dependabot, CodeQL | ✅ Available |
| AI-102_Cert_Prep | AI-102: Designing & Implementing Azure AI | Azure AI Services, NLP, Vision, Knowledge Mining | ✅ Available |
More tracks coming. Have a cert you want covered? Start a discussion →
Every CertPrep repo follows the same layout so you always know where to look:
├── README.md # Exam overview, quick start, study plan ├── CONTRIBUTING.md # Contribution guidelines ├── QUICK-REFERENCE.md # Printable cheat sheet ├── exam-metadata/ # Objectives, domain weights, glossary ├── docs/ # One deep-dive study doc per domain ├── demos/ # Numbered hands-on lab sequences └── scripts/ # Automation patterns and API utilities
Domain weight = study time. If a domain is 36% of the exam, it gets ~36% of the content depth.
All docs include:
CertPrep is open to contributions from anyone preparing for or who has passed these exams.
All contribution standards — question format, markdown style, accuracy requirements, and more — are documented in CONTRIBUTING.md.
All repos include a Last Updated date and the exam version they cover. Certifications evolve — if you spot drift from the current objectives, please flag it with a GitHub issue in the relevant repo.
Built by practitioners, for practitioners. Maintained by the community.
Comprehensive AI-102 (Azure AI Engineer Associate) exam prep. 6 domain study guides, 100 practice questions with answer keys, simulation-mode code demos — all designed to study and practice without…
Hands-on study guide for the GH-500: GitHub Advanced Security certification. Covers all 5 exam domains with docs, demos, CodeQL, Dependabot config, and automation scripts.
Study notes, hands-on labs, and practice questions for the GH-100: GitHub Administration certification exam. Covers all 6 domains with exam-weighted content.
AWS Certified Generative AI Developer – Professional (AIP-C01) study kit with offline-friendly domain guides, mock scenarios, Python demos, readiness scripts, and architecture/playbook references— …
GH-900 GitHub Foundations certification prep with docs, labs, cheatsheets, and practice questions.
Shell 1
Hands-on study guide for the GH-500: GitHub Advanced Security certification. Covers all 5 exam domains with docs, demos, CodeQL, Dependabot config, and automation scripts.
Study notes, hands-on labs, and practice questions for the GH-100: GitHub Administration certification exam. Covers all 6 domains with exam-weighted content.
GH-900 GitHub Foundations certification prep with docs, labs, cheatsheets, and practice questions.
AWS Certified Generative AI Developer – Professional (AIP-C01) study kit with offline-friendly domain guides, mock scenarios, Python demos, readiness scripts, and architecture/playbook references— everything needed to prep without touching AWS.
Comprehensive AI-102 (Azure AI Engineer Associate) exam prep. 6 domain study guides, 100 practice questions with answer keys, simulation-mode code demos — all designed to study and practice without an Azure subscription. Dec 2025 exam objectives.
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