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Generative AI Leader validates, at a business level, how generative AI can transform an organization: concepts and model types, Google Cloud's gen AI products (Gemini, the agent platform and prebuilt solutions), techniques to improve model output, and strategies to adopt AI securely and responsibly. No coding is required.
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Question bank updated on October 4, 2026
A logistics company wants to capture real-time events from sensors on thousands of delivery vans and feed them into its data platform as the first step of a future ML project. Which Google Cloud service is designed to ingest these event streams?
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A timed 90-minute simulation, weighted by domain.
Practice domain by domain, with no time pressure.
The official syllabus organized with summaries and progress tracking.
The CertifyDeck Generative AI Leader practice test includes 259+ original exam questions written from the official Google Cloud Certified: Generative AI Leader skills outline, each with the correct answer explained and available in English and Spanish.
Practice by domain with a free online test, take a timed 90-minute mock exam weighted like the real test and review your mistakes. Start for free, no sign-up or credit card, and try the practice test before deciding.
Generative AI Leader sample questions with answers and explanations
Official weighting per domain. Start for free, no sign-up.
Built for managers, product owners, consultants and business roles who decide where and how to use generative AI. No prior technical experience or prerequisites.
Generative AI Leader is Google Cloud's certification for business roles. It checks that you understand how generative AI can transform an organization and which Google Cloud products fit each case. The official guide is explicit: it measures strategic leadership and influence, not technical implementation, so there is no code.
The outline has four sections: fundamentals of gen AI (about 30%), Google Cloud's gen AI offerings (35%), techniques to improve gen AI model output (20%) and business strategies for a successful gen AI solution (15%).
Fundamentals: machine learning approaches, foundation and multimodal models, structured and unstructured data, the layers of the gen AI landscape (infrastructure, models, platforms, agents and applications) and what each Google model family is for: Gemini, Gemma, Imagen and Veo.
Products: the Gemini app, Gemini Enterprise, Gemini for Google Workspace, the agent platform with Model Garden and Agent Search, and the Customer Engagement Suite. Techniques and strategy: model limitations, prompting, grounding and RAG, sampling settings such as temperature, responsible AI and the Secure AI Framework (SAIF).
With basic AI knowledge, two to three weeks is usually enough. Follow Google Cloud's official learning path and read the exam guide paying attention to product names, because Google has renamed several and the exam uses the current ones.
Start free to check your level, then practice by section until your results are stable. CertifyDeck questions follow the exam format: single-answer multiple choice with four options and business scenarios.
Official source: Official Generative AI Leader exam guide
CertifyDeck is an independent study platform and is not affiliated with, endorsed by, or sponsored by Google Cloud. Generative AI Leader and its related marks belong to their respective owner.
It lasts 90 minutes and has 50 to 60 multiple-choice questions, according to Google Cloud's official page. You can take it online-proctored or at a test center.
The official registration fee is USD 99 plus tax where applicable. CertifyDeck does not sell the exam, only the preparation: you can start free and full access is a one-off payment.
No. There are no prerequisites and it is aimed at business roles: managers, product owners, consultants or sales professionals who decide where to apply generative AI.
Three years. Google Cloud lets you renew it within the renewal period described on its certification page.
No. They are original questions written from the official exam guide and Google Cloud's public documentation; we do not use leaked exam content.
Yes. You can start for free with no sign-up or card: Generative AI Leader practice questions with explanations, a free online test by domain and published sample questions with answers. Full access to the whole bank and the timed mock exam is a one-off payment.
Yes. Google Cloud offers Generative AI Leader in Spanish as well as English. On CertifyDeck every question, option and explanation is available in both languages, keeping the official English terminology.
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