GOOGLE CLOUD GENERATIVE AI LEADER

CERTIFICATION EXAM PREPARATION

Open-source study material. Brutalist. Minimal. Exam-focused.

EXAM STRUCTURE

DOMAINWEIGHT
Fundamentals of GenAI

Core concepts, architectures, and foundational knowledge

30%
Google Cloud GenAI Offerings

Products, services, and when to use each

35%
Techniques to Improve Model Output

Fine-tuning, RAG, prompt engineering, and optimization

20%
Business Strategies for GenAI Solutions

ROI, governance, responsible AI, and organizational adoption

15%

Duration: 90 minutes | Questions: 50 | Passing: ~85%

NAVIGATION

PHILOSOPHY

  • → Exam-focused: every element serves exam preparation
  • → Source-grounded: all content links to official Google docs
  • → Trap-aware: explicit coverage of misleading question patterns
  • → Open-source: fork, correct, contribute
  • → No fluff: no gamification, no illustrations, no decorations