Google Cloud Digital Leader — Question 154

An organization wants to build custom machine learning models. They require a managed platform that provides services to gather data, build models, and then deploy and monitor those models. Which service should they use?

Answer options

• A. Document AI
• B. Natural Language API
• C. Kubernetes Engine
• D. Vertex AI

Correct answer: D

Explanation

Vertex AI is specifically designed to support the entire machine learning workflow, including data gathering, model training, deployment, and monitoring. The other options, such as Document AI and Natural Language API, focus on specific tasks rather than providing a comprehensive platform for custom model development, while Kubernetes Engine is primarily for container orchestration, not specifically tailored for machine learning.