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Google Cloud Certified Google Cloud Certified - Generative AI Leader Exam

Google Cloud Certified - Generative AI Leader Exam

Last Update Aug 5, 2026
Total Questions : 101

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Questions 2

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?

Options:

A.  

Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.

B.  

The Gemini app is the primary Google Cloud tool for directly collecting data.

C.  

Google Cloud’s strengths are in the data analysis tools such as BigQuery.

D.  

Google Cloud relies on Vertex AI to connect to external data.

Discussion 0
Questions 3

An organization is collecting data to train a generative AI model for customer service. They want to ensure security throughout the ML lifecycle. What is a critical consideration at this stage?

Options:

A.  

Implementing access controls and protecting sensitive information within the training data.

B.  

Applying the latest software patches to the AI model on a regular basis.

C.  

Establishing ethical guidelines for AI model responses to ensure fairness and avoid harm.

D.  

Monitoring the AI model ' s performance for unexpected outputs and potential errors.

Discussion 0
Questions 4

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?

Options:

A.  

Use prompt engineering techniques, like few-shot prompting, to provide the chatbot with examples of successful interactions.

B.  

Limit the chatbot ' s training data to prevent it from learning irrelevant information.

C.  

Use strict keyword matching to ensure that the chatbot only responds to specific commands.

D.  

Lower model temperature setting to produce more consistent and predictable responses.

Discussion 0
Questions 5

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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