GCP GenAI Leader Practice Questions - Google Cloud Generative AI Leader Exam - GCP GenAI Leader Practice Questions

Question 1

Which statement best defines a foundation model in the context of generative AI?

A large model pre-trained on broad data that can be adapted to many downstream tasks A small task-specific model trained on labeled data for one classification problem A rule-based system that uses if-then logic and curated knowledge bases A federated learning model that trains only on edge devices

Correct Answer:

A large model pre-trained on broad data that can be adapted to many downstream tasks

Question 2

A retailer wants a single model that can answer questions about a product image, a written review, and an audio voicemail in the same conversation. Which capability of Google's Gemini family makes this possible?

Multimodality - native input of text, images, audio, and video in one model Federated personalization across user devices Quantization-aware training for on-device inference Symbolic reasoning over a knowledge graph

Correct Answer:

Multimodality - native input of text, images, audio, and video in one model

Question 3

Which of the following is the BEST description of generative AI?

AI that creates new content such as text, images, audio, or code in response to prompts AI that classifies pre-existing content into predefined categories AI that detects anomalies in time-series telemetry data AI that compresses datasets for cheaper cold storage

Correct Answer:

AI that creates new content such as text, images, audio, or code in response to prompts

Question 4

Match the machine learning approach to the right scenario: a marketing team wants to learn natural customer segments from purchase histories without predefined labels. Which approach fits?

Unsupervised learning Supervised learning Reinforcement learning Federated learning

Correct Answer:

Unsupervised learning

Question 5

Which Google foundation model is purpose-built for text-to-image generation?

Imagen Gemini Gemma Veo

Correct Answer:

Imagen

Question 1

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Prepare with the GCP GenAI Leader Practice Questions - Google Cloud Generative AI Leader Exam practice quiz. This question bank includes 100 questions covering google, cloud, data, model, and wants. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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GCP GenAI Leader Practice Questions - Google Cloud Generative AI Leader Exam

This practice set contains 100 questions from the matching question bank and focuses on google, cloud, data, model, and wants. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

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GCP GenAI Leader Practice Questions - Google Cloud Generative AI Leader Exam

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