GENERATIVE-AI-LEADER · Question #99
The data science group at TrailShip Logistics wants a single Google Cloud platform that will manage the full lifecycle of roughly 25 machine learning initiatives from data preparation and training…
The correct answer is B. Vertex AI. This unified platform manages the complete machine learning lifecycle on Google Cloud from data preparation and training to hyperparameter tuning, deployment, and production monitoring. It supports both custom model development and generative AI through features such as model…
Question
The data science group at TrailShip Logistics wants a single Google Cloud platform that will manage the full lifecycle of roughly 25 machine learning initiatives from data preparation and training through tuning deployment and production monitoring, and the platform must support both custom models and generative AI use cases. Which Google Cloud product provides this end to end capability?
Options
- ABigQuery
- BVertex AI
- CDataproc
- DGoogle AI Studio
How the community answered
(28 responses)- A4% (1)
- B89% (25)
- D7% (2)
Explanation
This unified platform manages the complete machine learning lifecycle on Google Cloud from data preparation and training to hyperparameter tuning, deployment, and production monitoring. It supports both custom model development and generative AI through features such as model training and pipelines, a model registry and endpoints, continuous evaluation and monitoring, and access to foundation models and tooling for prompt design and grounding. It also scales to many concurrent initiatives which suits the requirement for roughly 25 projects.
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