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Advanced ML: ML Infrastructure

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Overview

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Machine Learning is one of the most innovative fields in technology, and the Google Cloud Platform has been instrumental in furthering its development. With a host of APIs, Google Cloud has a tool for just about any machine learning job. In this advanced-level course, you will get hands-on practice with machine learning at scale and how to employ the advanced ML infrastructure available on Google Cloud.

Syllabus

  • Advanced ML: ML Infrastructure
    • TFX on Google Cloud Vertex AI Pipelines
    • Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes
    • Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Cloud Service Mesh
  • Your Next Steps
    • Course Badge

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