Chapter GENAI-LEADER foundational tier
Generative AI Leader
Editor's note — A study companion for the Generative AI Leader exam — every domain rebuilt from scratch, with worked practice questions and an exam-grade timed simulation.
60 questions 90 minutes threshold 700/1000 4 domains official guide
Table of Contents
I. Generative Ai Fundamentals 25% weight
Generative AI vs. Traditional ML Transformer Models and LLMs Prompt Engineering Fundamentals Hallucinations and Model Limitations II. Google Cloud Genai Solutions 30% weight
Gemini Models and Capabilities Vertex AI for Generative AI Gemini for Google Workspace Consumer, Productivity, and Enterprise GenAI III. Genai Optimization Implementation 20% weight
Grounding and Retrieval-Augmented Generation Prompt Optimization Techniques Model Tuning and Fine-tuning Model Evaluation and Selection IV. Business Strategy Responsible Ai 25% weight
GenAI Adoption Strategy Responsible AI and the Secure AI Framework (SAIF) Data Governance for Generative AI Measuring GenAI Business Value