Google Cloud Generative AI Leader Exam: Practice Tests
Test knowledge of Gen AI, Google Cloud tools, foundation models, RAG, & responsible AI with real questions | CertShield
Google Cloud Generative AI Leader Exam: Practice Tests free download
Test knowledge of Gen AI, Google Cloud tools, foundation models, RAG, & responsible AI with real questions | CertShield
Are you ready to become a Google Cloud Certified Generative AI Leader?
This Practice Test course is designed to help you master exam topics, build confidence, and pass the certification on your first attempt.
Through this course, you'll get access to realistic, high-quality practice questions that mirror the actual exam structure and are crafted in alignment with the official Google Cloud Generative AI Leader Exam Guide.
Why take this course?
The Generative AI Leader certification is for professionals who want to demonstrate strategic leadership and business-level understanding of generative AI. Unlike technical certifications, this exam evaluates your ability to make responsible, strategic, and impactful decisions using Google Cloud’s generative AI capabilities.
This course is for:
Business leaders and decision-makers
Cloud consultants and AI strategy professionals
Non-technical professionals working closely with AI initiatives
What this course includes:
Each practice set is structured to reinforce your knowledge of key exam domains:
1. Fundamentals of Generative AI (~30%)
Gen AI concepts: LLMs, prompt engineering, foundation models
Structured vs. unstructured data, labeled vs. unlabeled data
Use cases: content generation, summarization, personalization
2. Google Cloud’s Gen AI Offerings (~35%)
Gemini, Gemma, Imagen, and Veo models
Vertex AI, Agentspace, and AI-optimized infrastructure
RAG APIs and low-code AI development tools
3. Improving Gen AI Model Output (~20%)
Prompt engineering techniques (zero-shot, few-shot, ReAct, CoT)
Grounding strategies and RAG
Overcoming LLM limitations and monitoring outputs
4. Business Strategies & Responsible AI (~15%)
Implementing gen AI at scale in an organization
Secure AI practices (SAIF, IAM, governance tools)
Responsible AI principles: fairness, transparency, privacy
What you’ll gain:
Exam-style questions that simulate real test conditions
Detailed explanations and reference links for every answer
Clarity on how Google Cloud’s Gen AI tools solve real business problems
Confidence to tackle each domain with ease
Bonus Support
Tips to approach scenario-based questions
Insights into the most common mistakes candidates make
Ongoing updates as Google Cloud evolves its Gen AI tools
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About this certification exam
Length: 90 minutes
Content: Exam guide
Registration fee: $99 (plus tax where applicable)
Language: English
Exam format: 50-60 multiple choice questions
Exam delivery method: Online-proctored or onsite-proctored
Validity period: 3 years
Prerequisites: None
Certification renewal: You can renew your certification by taking the renewal exam or the standard exam starting 60 days before your certification expires.
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Get certified. Lead innovation.
Whether you're preparing for a promotion, shifting into an AI-focused role, or aiming to lead your organization’s Gen AI strategy — this course will help you validate your expertise with confidence.
Enroll now and start practicing like a leader.
Happy Certifications!
— Priya Dw.
