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Cloud ML Engine: Qwik Start

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60 액세스 시간 · 60 완성
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자원
  • What is Machine Learning?
  • Harness the Power of Machine Learning with Cloud ML Engine
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Cloud ML Engine: Qwik Start

GSP076

Google Cloud Self-Paced Labs

Overview

This lab provides an introductory walkthrough of how to train a TensorFlow model both locally and on Cloud Machine Learning Engine, and then how to deploy your trained model to Cloud ML Engine for serving (prediction).

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GSP076OverviewIntroductionSetupClone the example repoGet your training dataInstall dependenciesRun a local trainer in Cloud ShellUse your trained model for predictionRun your training job in the cloudDeploy your model to serve prediction requests from the cloudCongratulations
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Set up a Google Cloud Storage bucket

Run Step

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Upload the data files to your Cloud Storage bucket

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Run a single-instance trainer in the cloud

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Create a Cloud ML Engine model

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Create a version v1 of your model

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