Generative AI Leader practice examsFinished
Google Cloud Certified Generative AI Leader
Generative AI for business leaders on Google Cloud: the core concepts and data behind gen AI, the layers of the landscape and Google’s models, the Gemini Enterprise and Agent Platform offerings, prompting and grounding, and running a gen AI programme securely and responsibly.
What you get
Papers are cut from the bank and weighted like the real exam, and no question appears in two of them. Every wrong answer comes back on later days until you have it right.
What the exam covers
| Fundamentals of gen AI | ~30% |
| Google Cloud's gen AI offerings | ~35% |
| Techniques to improve gen AI model output | ~20% |
| Business strategies for a successful gen AI solution | ~15% |
Two sample questions
1. A finance team without developers wants to add document understanding to a workflow by calling a service. Which democratizing option fits?
- A pre-trained API such as Document AI — correct
- Training a model from scratch on TPUs
- Writing a new framework for ML pipelines
- Building a custom chip for document work
Why: Pre-trained APIs add capabilities such as document understanding with an API call and no model training.
2. When does Google suggest fine-tuning as the remedy rather than prompting alone?
- For complex or unique tasks with plenty of labelled examples, or to fix recurring errors — correct
- For any question about events that happened after the training date of the base model
- For one-off requests where the team has no examples at all and needs an answer quickly
- For tasks where each answer must come from the web pages that were published today
Why: Google recommends fine-tuning for complex or unique tasks with sizable labelled data, or to fix recurring errors once prompting is optimized.
The real Generative AI Leader exam
| Length | 90 minutes |
|---|---|
| Questions | 50-60 |
| Pass mark | Not published; Google does not publish passing scores |
| Price | $99 USD (plus tax where applicable) |
| Recommended before you sit it | None. The exam is for anyone in any job role, with or without hands-on technical experience. |
| Valid for | 3 years |
Exam facts as published by Google Cloud; always check the vendor’s page before you book.
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