Question: Which of the following is one of Google's machine-learning-as-a-service offerings?
- TensorFlow
- Cloud Pub/Sub
- Data Warehouse
- Cloud Engine
Explanation
TensorFlow is a Google-developed machine learning framework used to build, train, and deploy models. It supports custom model development rather than messaging, warehousing, or generic compute. Google Cloud also provides TensorFlow-optimized environments through TensorFlow Enterprise and AI services. This makes it the option aligned with Google Cloud machine-learning-as-a-service terminology.
Why the other options are incorrect
Cloud Pub/Sub is a managed messaging service for event ingestion and delivery.
Data Warehouse describes an analytics storage category, not a machine learning offering.
Cloud Engine is not the official name of a Google Cloud machine learning service.
Source for verification
https://cloud.google.com/tensorflow-enterprise/docs/overview
https://cloud.google.com/vertex-ai/docs/start/introduction-unified-platform
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