Scenario: A company wants to deploy a TensorFlow model for image classification at scale. Which Google Cloud service should they use, considering scalability and efficiency?

  • Google Kubernetes Engine (GKE)
  • Google Compute Engine (GCE)
  • Google Cloud Functions
  • Google AI Platform
Google AI Platform is specifically designed to address the requirements of deploying machine learning models, including TensorFlow models, at scale on Google Cloud Platform. It offers features such as model versioning, scaling, and monitoring, making it the most suitable choice for the given scenario.
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