Scenario: An enterprise wants to monitor and manage its TensorFlow workloads deployed on Google Cloud Platform effectively. Which TensorFlow service or tool should they leverage for this purpose?

  • TensorFlow Extended (TFX)
  • TensorFlow Serving
  • TensorFlow Hub
  • TensorFlow Model Optimization Toolkit
TensorFlow Extended (TFX) provides a comprehensive platform for deploying and managing production machine learning pipelines, including monitoring capabilities to ensure the performance and reliability of TensorFlow workloads deployed on Google Cloud Platform. Leveraging TFX would enable the enterprise to effectively monitor and manage their TensorFlow workloads in a scalable and efficient manner.
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