AUTHORITATIVE HOT GENERATIVE-AI-LEADER QUESTIONS & PASSING GENERATIVE-AI-LEADER EXAM IS NO MORE A CHALLENGING TASK

Authoritative Hot Generative-AI-Leader Questions & Passing Generative-AI-Leader Exam is No More a Challenging Task

Authoritative Hot Generative-AI-Leader Questions & Passing Generative-AI-Leader Exam is No More a Challenging Task

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Google Cloud Certified - Generative AI Leader Exam Sample Questions (Q30-Q35):

NEW QUESTION # 30
A company has a machine learning project that involves diverse data types like streaming data and structured databases. How does Google Cloud support data gathering for this project?

  • A. Google Cloud relies on Vertex AI to connect to external data.
  • B. Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
  • C. The copyright app is the primary Google Cloud tool for directly collecting data.
  • D. Google Cloud's strengths are in the data analysis tools such as BigQuery.

Answer: B

Explanation:
Google Cloud offers a comprehensive suite of services for data ingestion and storage. Pub/Sub is for streaming data, Cloud Storage for various file types (including unstructured), and Cloud SQL for relational structured databases. These are fundamental for gathering diverse data. copyright is a model, BigQuery is for analysis, and Vertex AI is for ML platform, not primary data collection tools themselves.
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NEW QUESTION # 31
What does Vertex AI Search enable companies to do?

  • A. To compare products from numerous online retailers, allowing users to find the best deals and product options across the internet.
  • B. To index and retrieve information from the entire public web, providing a comprehensive view of publicly available data.
  • C. To ground LLM responses with first-party data, third-party data, and Google's knowledge graph.
  • D. To surface the most popular and frequently accessed content based on global user search patterns and trends.

Answer: C

Explanation:
Vertex AI Search is designed to enable powerful search experiences over an organization's own data (first- party), external data (third-party), and can leverage Google's knowledge graph to provide more relevant and accurate responses, especially when grounding Large Language Models (LLMs). It does not index the entire public web like Google Search.
________________________________________


NEW QUESTION # 32
A financial services company receives a high volume of loan applications daily submitted as scanned documents and PDFs with varying layouts. The manual process of extracting key information is time- consuming and prone to errors. This causes delays in loan processing and impacts customer satisfaction. The company wants to automate the extraction of this critical data to improve efficiency and accuracy. Which Google Cloud tool should they use?

  • A. Natural Language API
  • B. Vision AI
  • C. Document AI API
  • D. Dataflow

Answer: C

Explanation:
Document AI API is specifically designed for intelligent document processing. It uses machine learning to extract structured data from unstructured documents like scanned forms and PDFs, even with varying layouts.
This directly addresses the challenge of automating data extraction from loan applications. Natural Language API focuses on text understanding, Vision AI on image analysis (not structured extraction from documents), and Dataflow is for data processing pipelines.
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NEW QUESTION # 33
The office of the CISO wants to use generative AI (gen AI) to help automate tasks like summarizing case information, researching threats, and taking actions like creating detection rules. What agent should they use?

  • A. Data agent
  • B. Security agent
  • C. Code agent
  • D. Customer service agent

Answer: B

Explanation:
Given the tasks


NEW QUESTION # 34
A marketing team wants to use a foundation model to create social media and advertising campaigns. They want to create written articles and images from text. They lack deep AI expertiseand need a versatile solution.
Which Google foundation model should they use?

  • A. Veo
  • B. Gemma
  • C. copyright
  • D. Imagen

Answer: C

Explanation:
copyright is Google's most advanced and multimodal foundation model, capable of understanding and generating various forms of content, including text and images, from a single prompt. Its versatility makes it suitable for marketing teams that need to create diverse campaign materials without deep AI expertise.
Imagen is specifically for image generation, Gemma is a family of smaller, open models, and Veo is for video generation.
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NEW QUESTION # 35
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