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Google Cloud AI Platform (legacy / AI Platform Training & Prediction)

ML Platforms & Training

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About Google Cloud AI Platform (legacy / AI Platform Training & Prediction)

Google Cloud AI Platform (Training & Prediction) is Google’s managed service for training and serving ML models; many capabilities have been consolidated under Vertex AI but AI Platform documentation and APIs remain for specific workloads.

Key Features

  • Managed training and batch/online prediction services for models (legacy AI Platform Training & Prediction).
  • Support for TensorFlow and other common ML frameworks and Cloud TPUs/GPUs for training.
  • APIs and gcloud SDK commands to manage jobs, models, and predictions programmatically.
  • Integration points for pipelines and other Google Cloud ML tooling.

Use Cases & Best For

Users maintaining existing AI Platform workloads or who need legacy API compatibility within Google Cloud.
Teams requiring managed training and prediction services integrated with Google Cloud infrastructure.

About ML Platforms & Training

End-to-end machine learning platforms