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Mar 2021
cloud.google.com cloud.google.com

Architecture for MLOps using TFX, Kubeflow Pipelines, and Cloud Build

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1. pyxelr 31 Mar 2021
  
  in Public
  
  The key libraries of TFX are as follows
  
  TensorFlow Extend (TFX) = TFDV + TFT + TF Estmators and Keras + TFMA + TFServing
  
  TensorFlow TFX MLOps
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MLOps

TFX

TensorFlow

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pyxelr

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cloud.google.com/solutions/machine-learning/architecture-for-mlops-using-tfx-kubeflow-pipelines-and-cloud-build