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Machine Learning with TensorFlow in Vertex AI

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Overview

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In this lab you will learn how to use Google Cloud Machine Learning and Tensorflow to develop and evaluate prediction models using machine learning.

Syllabus

  • GSP273
  • Overview
  • Setup and requirements
  • Task 1. Deploy Vertex AI Workbench instance
  • Task 2. Create minimal training and validation data
  • Task 3. Create the input data
  • Task 4. Create, train and evaluate TensorFlow model
  • Task 5. Deploy flights model to Vertex AI
  • Task 6. Model explainability
  • Task 7. Invoke the deployed model
  • Congratulations!

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