Generative AI Leader Free Practice Questions — Page 4
Question 24
What is an example of unsupervised machine learning?
A. Predicting subscription renewal based on past renewal status data.
B. Training a system to recognize product images using labeled categories.
C. Analyzing customer purchase patterns to identify natural groupings.
D. Forecasting sales figures using historical sales and marketing spend.
Show Answer
Correct Answer: C
Explanation: Unsupervised learning works with unlabeled data to discover underlying structure. Analyzing customer purchase patterns to identify natural groupings is a classic clustering task, which does not rely on predefined labels. The other options involve prediction or classification using labeled outcomes, which are supervised learning.
Question 25
A company’s sales team spends a significant amount of time researching potential leads and manually entering data into their customer relationship management (CRM) tool. They want to improve the team’s efficiency and enable them to focus on building relationships and closing deals. What should the organization do?
A. Develop a custom AI solution using Google Cloud’s AutoML Natural Language to analyze lead communications and automatically update the CRM.
B. Implement Google Cloud’s Contact Center AI to qualify leads and route them to the appropriate sales representatives.
C. Implement Google Agentspace "unified enterprise search" including a CRM agent to automate lead research and data entry.
D. Integrate the CRM with a popular sales intelligence platform to automatically enrich lead profiles with valuable data.
Show Answer
Correct Answer: C
Explanation: The goal is to reduce manual lead research and CRM data entry so sales reps can focus on selling. Google Agentspace (now Gemini Enterprise) provides unified enterprise search across internal and external sources and includes a CRM agent that can automatically research leads and write results directly into the CRM. This directly addresses both pain points with a ready-to-use, end‑to‑end AI agent solution. Other options are either partial, aimed at different use cases (contact centers), or rely on non–AI-agent integrations.
Question 26
A large multinational corporation with geographically dispersed teams struggles with knowledge silos and inconsistent access to crucial internal information. What is a key business benefit of using Google Agentspace in this scenario?
A. Automation of employee performance reviews using AI.
B. Seamless knowledge sharing and collaboration across internal systems.
C. Improved IT infrastructure management across offices.
D. Enhanced data encryption and compliance for internal communications.
Show Answer
Correct Answer: B
Explanation: Google Agentspace helps break down knowledge silos by enabling AI-powered discovery, access, and collaboration across internal systems and information sources. For geographically dispersed teams, the primary business benefit is seamless knowledge sharing and consistent access to crucial internal information.
Question 27
According to Google-recommended practices, when should generative AI be used to automate tasks?
A. When tasks are highly creative and require original thought.
B. When tasks are complex and require strategic decision-making.
C. When tasks are repetitive and rule-based.
D. When tasks involve sensitive information or require human oversight.
Show Answer
Correct Answer: C
Explanation: Google-recommended practices emphasize using generative AI to automate tasks that are repetitive and rule-based, where outcomes are predictable and efficiency gains are highest. Highly creative, strategic, or sensitive tasks typically require human judgment and oversight rather than full automation.
Question 28
A development team is configuring a generative AI model for a customer-facing application and wants to ensure the generated content is appropriate and harmless. What is the primary function of the safety settings parameter in a generative AI model?
A. To filter out potentially harmful or inappropriate content from the model’s output based on the desired level of filtering.
B. To limit the maximum text length that the model generates by ensuring concise responses.
C. To determine the number of tokens the model can process at once by influencing the complexity and length of inputs and outputs.
D. To control the creativity and randomness of the model’s output by adjusting the diversity of word choices.
Show Answer
Correct Answer: A
Explanation: Safety settings are designed to filter or block potentially harmful, inappropriate, or unsafe content based on configured thresholds. The other options describe different parameters such as maximum output length, context window/token limits, or creativity controls (e.g., temperature).
Question 29
A company is developing a conversational AI chatbot. They need to ensure the chatbot can engage in human-like conversations and provide accurate information. What should they do to enhance the chatbot’s ability to understand and respond effectively to user prompts?
A. Lower model temperature setting to produce more consistent and predictable responses.
B. Use strict keyword matching to ensure that the chatbot only responds to specific commands.
C. Limit the chatbot’s training data to prevent it from learning irrelevant information.
D. Use prompt engineering techniques like few-shot prompting, to provide the chatbot with examples of successful interactions.
Show Answer
Correct Answer: D
Explanation: To enhance a chatbot’s ability to understand and respond effectively in a human-like way, prompt engineering techniques such as few-shot prompting are most effective. By providing example interactions, the model learns the desired conversational style, context handling, and response quality. Lowering temperature only affects randomness, keyword matching is too rigid for natural conversation, and limiting training data would reduce capability rather than improve understanding.
Question 30
An organization wants to use generative AI to create a marketing campaign. They need to ensure that the AI model generates text that is appropriate for the target audience. What should the organization do?
A. Use few-shot prompting.
B. Use role prompting.
C. Adjust the temperature parameter.
D. Use prompt chaining.
Show Answer
Correct Answer: B
Explanation: The goal is to ensure the generated marketing text is appropriate for a specific target audience, which primarily involves controlling tone, style, and perspective. Role prompting directly addresses this by instructing the model to adopt a specific persona (e.g., a marketing expert speaking to a defined audience), guiding language and messaging. Few-shot prompting provides examples, temperature adjusts randomness/creativity, and prompt chaining manages multi-step tasks, but none are as direct or effective as role prompting for audience alignment.
Question 31
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 speed 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 Conversation
B. Vertex AI Natural Language API
C. Pre-built RAG with VERTEX AI Search
D. Vertex AI Model Garden
Show Answer
Correct Answer: C
Explanation: The company needs an end-to-end solution to search a large, frequently changing product catalog with high accuracy and efficiency for both customers and support agents. Pre-built RAG with Vertex AI Search is designed for this use case: it indexes enterprise data, provides Google-quality search, and uses retrieval-augmented generation to answer natural-language queries grounded in the up-to-date catalog. The other options are components or APIs, not a complete search and retrieval solution.
Question 32
A company wants to adopt generative AI and is concerned about vendor lock-in. They want to maintain flexibility in their technology stack. What Google Cloud strength would ease their concerns?
A. Google Cloud’s strict adherence to proprietary technologies ensures the highest level of security and performance.
B. Google Cloud’s AI solutions are pre-packaged for easy deployment, eliminating the need for customization and integration efforts.
C. Google Cloud’s AI solutions have an open approach that supports customer choice across offerings.
D. Google Cloud’s focus on automation aims to replace human jobs with AI systems, potentially leading to significant workforce reductions.
Show Answer
Correct Answer: C
Explanation: Vendor lock-in concerns are best addressed by an open approach that supports customer choice, interoperability, and use of open standards and open-source models. Google Cloud emphasizes openness across its AI offerings, enabling flexibility in tools, models, and integrations, unlike proprietary-only or rigid, pre-packaged solutions.
Question 33
A large ecommerce 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. Google Shopping
B. Google Search
C. Vertex AI Search
D. Vertex AI Platform
Show Answer
Correct Answer: C
Explanation: Vertex AI Search is purpose-built to deliver Google-quality, AI-powered search over an organization’s own data, such as large product catalogs and support documents. It enables natural-language and relevance-based search on websites, helping customers find information quickly, which reduces support costs and improves user experience. The other options are either consumer-facing services or general ML platforms, not specialized enterprise search solutions.
$19
Get all 62 questions with detailed answers and explanations
Instant download HTML + PDF delivered the moment payment clears.
Secure Stripe checkout we never see or store your card details.
7-day refund if files are defective see our refund policy.