Question: For organizations that want a large-scale machine learning service, select the value ML provides.
- Cloud Machine Learning Engine makes it easy to build sophisticated, large-scale machine learning models across a broad set of scenarios.
- Cloud Job Discovery provides a highly intuitive job search that anticipates what job seekers are looking for and surfaces targeted recommendations that help them discover new opportunities.
- Cloud Translation API provides a simple programmatic interface for translating an arbitrary string into any supported language.
- Cloud Video Intelligence API makes videos searchable and discoverable by extracting metadata, identifying key nouns, and annotating the content of the video.
Explanation
Cloud Machine Learning Engine fits the need for managed large-scale model training and prediction on Google Cloud. It supports custom machine learning workflows where models must be built, trained, and served across scalable cloud infrastructure. This aligns with organizations that need sophisticated ML capabilities rather than a single prebuilt API. The value is reducing infrastructure complexity while enabling advanced model development.
Why the other options are incorrect
Cloud Job Discovery is focused on job search and recommendations, not broad large-scale machine learning model development.
Cloud Translation API provides language translation through a prebuilt API, not custom ML model training.
Cloud Video Intelligence API analyzes video content through a prebuilt API, not broad large-scale model building.
Source for verification
https://cloud.google.com/ai-platform/docs
https://cloud.google.com/vertex-ai/docs/start/introduction-unified-platform
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