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Free Google Cloud Certified - Generative AI Leader Exam Practice Questions

Question # 21

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 expertise and need a versatile solution. Which Google foundation model should they use?

Options:

A.  

Gemma

B.  

Imagen

C.  

Gemini

D.  

Veo

Discussion 0
Question # 22

A home loan company is deploying a generative AI system to automate initial loan application reviews. Several applicants have been unexpectedly rejected, leading to customer complaints and potential bias concerns. They need to ensure responsible and fair lending practices. What aspect of the AI system should they prioritize?

Options:

A.  

Implementing stricter data security measures to protect applicants ' financial information from unauthorized access.

B.  

Ensuring AI decision-making is explainable to understand decision reasons and establish accountability.

C.  

Increasing the speed at which the AI system processes loan applications to handle the high volume.

D.  

Regularly updating the AI model with more financial data to improve its accuracy over time.

Discussion 0
Question # 23

A large online retailer with a vast product catalog wants to improve customer satisfaction by making it easier for shoppers to find the specific products they ' re looking for. The retailer also wants to provide personalized recommendations to increase sales. What should the company do?

Options:

A.  

Use Recommendations to provide custom recommendations to users.

B.  

Use Google Cloud ' s Vision API to analyze product images, automatically tag the images with relevant keywords, and improve search accuracy.

C.  

Use AI Commerce Search on Gemini Enterprise for Customer Experience to enable natural language searches, provide custom recommendations, and improve product discovery.

D.  

Use Agent Search on Gemini Enterprise Agent Platform to allow employees to search across the company ' s intranet and receive personalized search results based on their role, past searches, and current collaborators.

Discussion 0
Question # 24

An organization needs an AI tool to analyze and summarize lengthy customer feedback text transcripts. You need to choose a Google foundation model with a large context window. What foundation model should the organization choose?

Options:

A.  

Gemini

B.  

CodeGemma

C.  

Imagen

D.  

Chirp

Discussion 0
Question # 25

A software engineering team is experimenting with generative AI within their coding process. What is a benefit of using gen AI to create unit tests for code?

Options:

A.  

Reducing manual validation effort.

B.  

Reducing code complexity.

C.  

Guaranteeing errorless code.

D.  

Eliminating the need for human intervention.

Discussion 0
Question # 26

A company’s large learning model (LLM) is producing hallucinations that are a result of the Knowledge cutoff. How does retrieval-augmented generation (RAG) overcome this limitation?

Options:

A.  

RAG fine-tunes the LLM on specific customer query patterns to improve the speed and efficiency of response generation.

B.  

RAG enhances the creative writing capabilities of the LLM to generate more engaging and informative responses.

C.  

RAG enables the LLM to retrieve relevant and up-to-date information from knowledge sources.

D.  

RAG uses human oversight to ensure accuracy before presenting information to the customer.

Discussion 0
Question # 27

What is the definition of a foundation model?

Options:

A.  

A large AI model trained on a massive dataset, often multimodal, that can be adapted to solve various problems.

B.  

A statistical language model, trained on a massive dataset, that can be used to perform sentiment analysis.

C.  

A type of machine learning that uses artificial neural networks to learn from data.

D.  

A subset of artificial intelligence that uses machine learning to process and interpret text and data.

Discussion 0
Question # 28

In which situation would it be most beneficial to ground a language model in first-party information?

Options:

A.  

A customer asks a company ' s chatbot for specific details about their recent purchase history.

B.  

A marketing team wants to use a language model to understand public sentiment surrounding their industry.

C.  

A user asks a general-purpose AI assistant for the definition of a common scientific term.

D.  

An analyst wants to use a language model to summarize news articles from various global sources.

Discussion 0
Question # 29

An order fulfillment team has an agent that automatically processes orders, updates inventory, sends shipping notifications, and handles returns. What type of agent is this?

Options:

A.  

A workflow agent

B.  

An employee productivity agent

C.  

A customer service agent

D.  

A conversational agent

Discussion 0
Question # 30

What is the definition of generative AI?

Options:

A.  

A type of artificial intelligence that enables a system to autonomously learn and improve using neural networks and deep learning.4

B.  

A type of artificial intelligence that can create new content and ideas, including text, images, music, and code.

C.  

A type of machine learning algorithm inspired by the human brain that is made up of interconnected nodes.

D.  

A type of predictive model that estimates a relationship by fitting a line to the observed data.

Discussion 0

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