In this excellent tutorial from the Determined AI team, evangelist David Hersey walks through crafting an end to end machine learning pipeline and how to:

  • Create data repositories with Pachyderm, using Pachyderm data pipelines to prepare the data for training
  • Build a model within the Determined platform, and using its efficient hyperparameter tuning to quickly find a high-performing model
  • Build and test a Seldon Core endpoint using the trained model produced by Determined.

Check out the complete tutorial right here.