Manage A Production ML Pipeline with TFX

In this episode of AI Adventures, we will cover how to manage a production machine learning pipeline using TFX. This video showcases how to solve a binary classification problem using a dataset from BigQuery and then tests the results in Kubeflow.
Chapters:

  • 0:00 - Intro
  • 0:48 - High-level architecture
  • 1:03 - Demo in AI Platform
  • 1:38 - Demo in Jupyter Notebook
  • 6:03 - using BigQuery as data source
  • 6:55 - Recap

#machine-learning #tensorflow #data-science #kubeflow

Manage A Production ML Pipeline with TFX