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