Generative AI Leader Practice Exams

Take full-length practice tests to prepare for the Google Generative AI Leader certification exam.

Available Practice Exams

Practice Exam 1

55 questions•90 min

Full-length exam covering gen AI fundamentals, LLMs, foundation models, Gemini and Vertex AI offerings, prompt engineering, and responsible AI.

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Practice Exam 2

55 questions•90 min

Comprehensive exam with scenario-based questions on RAG, fine-tuning, Vertex AI Agent Builder, grounding, and Google Workspace Gemini features.

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Practice Exam 3

55 questions•90 min

Advanced practice exam covering gen AI business strategies, ROI measurement, AI governance, risk management, and scaling gen AI initiatives.

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Exam History

About the Generative AI Leader Exam Format

Fundamentals of gen AI (~27%): LLMs, foundation models, prompting, RAG, fine-tuning, hallucinations, responsible AI
Google Cloud's gen AI offerings (~27%): Vertex AI, Gemini models, Vertex AI Studio, Agent Builder, Imagen, Workspace AI
Techniques to improve gen AI output (~23%): Prompt design, inference parameters, grounding, evaluation metrics, safety filters
Business strategies for gen AI (~23%): Use case identification, ROI, risk management, AI governance, scaling gen AI