GCP Vertex AI Component

A GCP Vertex AI Component is a ML Cloud Service Component that is a part of GCP Vertex AI.

• Example(s):
  • Vertex AI Feature Store.
  • Vertex Pipelines.
  • Vertex Monitoring.
  • Vertex Prediction.
  • Vertex Training.
  • Vertex Matching Engine.
  • …
• See: AWS Sagemaker Component.

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References

2021

• https://featurestorecomparison.com/fs/google-feature-store-vertex-ai
  • QUOTE:

2021

• https://cloud.google.com/blog/topics/developers-practitioners/new-ml-learning-path-vertex-ai
  • QUOTE: At Google I/O this year, we announced Vertex AI: Google Cloud’s end-to-end ML platform. There's a lot included here, as you can see from the diagram below.

    

    ... Google Cloud Platform provides several tools to support an entire machine learning workflow, across different model types and varying levels of ML expertise. When you start a machine learning project like the one we’re building, there are several factors to evaluate before choosing one of these tools ...

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