Karl Weinmeister 3 and I co-authored this blog post that discusses important concepts in Vertex AI [1]. It also shows you how to run a simple TensorFlow training job using Vertex AI.

  
      

      Google Cloud Blog
  

  
    

Streamline your ML training workflow with Vertex AI | Google Cloud Blog 20

  Many of us have used a local computing environment for machine learning (ML). For some problems, a local environment is more than enough. Plus, there's a lot of flexibility. Install Python, install JupyterLab, and go!


  

  
    
    
  

  


It’s really nice to see how well TensorFlow integrates with Google Cloud. First, there’s AI Platform. Second, there’s Vertex AI that provides simpler APIs with more flexibility. Third, there’s TensorFlow Cloud. It’s even nicer that TFX can fit into most of these workflows.
[1] Vertex AI  |  Google Cloud 2