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Running Distributed TensorFlow using Vertex AI

By External Provider

Price

Free

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Level

INTERMEDIATE

Duration

1 h 30 min

About this course

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will use TensorFlow's distribution strategies and the Vertex AI platform to train and deploy a custom TensorFlow image classification model to classify an image classification dataset.

What you will learn

  • Deploy a training pipeline which uses MirrorStrategy (one of TensorFlow's distribution strategies) on Vertex AI.
  • Deploy an endpoint for the model in the cloud using Vertex AI for online prediction.