WEB-BASED PRACTICE EXAMS TO EVALUATE GENERATIVE-AI-LEADER GOOGLE CLOUD CERTIFIED - GENERATIVE AI LEADER EXAM EXAM PREPARATION

Web-Based Practice Exams to Evaluate Generative-AI-Leader Google Cloud Certified - Generative AI Leader Exam Exam Preparation

Web-Based Practice Exams to Evaluate Generative-AI-Leader Google Cloud Certified - Generative AI Leader Exam Exam Preparation

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Google Cloud Certified - Generative AI Leader Exam Sample Questions (Q45-Q50):

NEW QUESTION # 45
An organization wants granular control over who can use and see their generative AI models and related resources on Google Cloud. Which Google Cloud security offering is specifically for this purpose?

  • A. Workload monitoring tools
  • B. Secure-by-design infrastructure
  • C. Identity and Access Management
  • D. Security Command Center

Answer: C

Explanation:
Identity and Access Management (IAM) is the fundamental Google Cloud service that allows you to define who has what access to which resources. It provides granular control over permissions for users, groups, and service accounts, including access to generative AI models and related data.
________________________________________


NEW QUESTION # 46
A research team has collected a large dataset of sensor readings from various industrial machines. This dataset includes measurements like temperature, pressure, vibration levels, and electrical current, recorded at regular intervals. The team has not yet assigned any labels or categories to these readings and wants to identify potential anomalies, malfunctions, or natural groupings of machine behavior based on the sensor data alone.
What type of machine learning should they use?

  • A. Deep learning
  • B. Unsupervised learning
  • C. Reinforcement learning
  • D. Supervised learning

Answer: B

Explanation:
Since the team has not yet assigned any labels or categories to the sensor readings and wants to identify
"anomalies, malfunctions, or natural groupings" based on the data alone, this is a classic unsupervised learning problem. Unsupervised learning techniques like clustering or anomaly detection are used to find hidden patterns or structures in unlabeled data.
________________________________________


NEW QUESTION # 47
A large e-commerce company with a substantial product catalog and many support documents has customers struggling to find information on their website. This leads to high support costs and poor user experience. The company wants a Google Cloud solution to improve website search and reduce support costs while improving customer satisfaction. What Google Cloud product should the company use?

  • A. Vertex AI Search
  • B. Google Search
  • C. Vertex AI Platform
  • D. Google Shopping

Answer: A

Explanation:
Vertex AI Search is ideal for this scenario. It allows companies to build sophisticated search experiences over their own product catalogs and support documents. This improves accuracy and helps customers find what they need, directly addressing high support costs and poor user experience. Vertex AI Platform is broader for general ML development, Google Shopping is for consumers, and Google Search is for the public web.
________________________________________


NEW QUESTION # 48
A large e-commerce company with a vast and frequently updated product catalog finds that customers struggle to find products on their website, and support agents spend too much time finding detailed product information. The company wants to improve search accuracy and efficiency for both customers and support.
What Google Cloud solution should they use?

  • A. Vertex AI Natural Language API
  • B. Pre-built RAG with Vertex AI Search
  • C. Vertex AI Model Garden
  • D. Vertex AI Conversation

Answer: B

Explanation:
This scenario strongly points to the need for accurate and up-to-date information retrieval from a product catalog. Pre-built RAG (Retrieval-Augmented Generation) combined with Vertex AI Search is the ideal solution. Vertex AI Search can index the product catalog, and RAG can then use thisindexed data to ground the responses of a generative AI model, ensuring that both customer searches and support agent queries retrieve precise and relevant product information.
________________________________________


NEW QUESTION # 49
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. Customer service agent
  • D. Code agent

Answer: B

Explanation:
Given the tasks involve researching threats and creating detection rules, the most appropriate and specialized agent would be a Security agent. This type of agent would be pre-configured or easily adaptable to understand security-specific contexts, data, and actions within a CISO's domain.
________________________________________


NEW QUESTION # 50
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