Generative AI Leader Practice Questions: Domain 1 (Fundamentals of Gen AI) | 12 Explained



Google Cloud Generative AI Leader certification exam prep (Gen AI Leader) · free full course, practice test and exam questions, 2026.

​ Full Generative AI Leader course in one video: https://youtu.be/i1J5ylsVWaQ
All Generative AI Leader videos in order: https://www.youtube.com/playlist?list=PLMskbJPxfBwA

Twelve original Generative AI Leader practice questions on domain 1, fundamentals of gen ai (lessons 1 to 3): two separate fields, a small set of learned values, a home page that learns, the policy behind the answer, four sources with one structured, photos tagged by category, rows with missing sizes, every purchase as it happens, a chat app on the tablet, product videos with sound, Black Friday peaks, and a model that listens. Pause, answer, then watch the explanation of every option. 9/12 or better: you’re ready for domain 2.

Chapters
0:00 How this practice works
0:22 Question 1 · Two separate fields?
1:02 Question 2 · A small set of learned values
1:46 Question 3 · A home page that learns
2:25 Question 4 · The policy behind the answer
3:05 Question 5 · Four sources, one structured
3:39 Question 6 · Photos tagged by category
4:18 Question 7 · Rows with missing sizes
4:55 Question 8 · Every purchase, as it happens
5:33 Question 9 · A chat app on the tablet
6:15 Question 10 · Product videos with sound
6:53 Question 11 · Black Friday peaks
7:35 Question 12 · A model that listens
8:16 Your score

Based on Google’s official Generative AI Leader exam guide. Information as of October 2026: Google Cloud’s AI products evolve quickly, and several were renamed in 2026, so check the official Google Cloud documentation.
Practice questions are original and are not real exam questions.
Narration uses a synthetic voice. Not affiliated with or endorsed by Google. Google Cloud, Gemini, and related marks are trademarks of Google LLC.

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Author: Cert Espresso

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