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Google Cloud AI Platform Operators

Google Cloud AI Platform <https://cloud.google.com/ai-platform/>__ (formerly known as ML Engine) can be used to train machine learning models at scale, host trained models in the cloud, and use models to make predictions for new data. AI Platform is a collection of tools for training, evaluating, and tuning machine learning models. AI Platform can also be used to deploy a trained model, make predictions, and manage various model versions.

The legacy versions of AI Platform Training, AI Platform Prediction, AI Platform Pipelines, and AI Platform Data Labeling Service are deprecated and will no longer be available on Google Cloud after their shutdown date. All the functionality of legacy AI Platform and new features are available on the Vertex AI platform.

Prerequisite tasks ^^^^^^^^^^^^^^^^^^

.. include:: /operators/_partials/prerequisite_tasks.rst

Launching a Job ^^^^^^^^^^^^^^^ This function is deprecated. All the functionality of legacy MLEngine and new features are available on the Vertex AI platform.

.. _howto/operator:MLEngineCreateModelOperator:

Creating a model ^^^^^^^^^^^^^^^^ This function is deprecated. All the functionality of legacy MLEngine and new features are available on the Vertex AI platform.

Getting a model ^^^^^^^^^^^^^^^ This function is deprecated. All the functionality of legacy MLEngine and new features are available on the Vertex AI platform.

Creating model versions ^^^^^^^^^^^^^^^^^^^^^^^