Running Distributed TensorFlow using Vertex AI

In this Project, you will:

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.

1 hour 30 minutes
Intermediate
No download needed
Shareable certificate
English
Desktop only

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.

Skills you will develop

  • Tensorflow

  • Google Cloud Platform

  • JupyterLab

  • Vertex AI

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Learn a new tool or skill in an interactive, hands-on environment

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Google Cloud

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