Manage a production ML pipeline with TFX

TFX on Cloud AI Platform Pipelines→

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.
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

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Product: TFX; fullname: Priyanka Vergadia;


Duration: 00:07:24
Publisher: Google Cloud
You can watch this video also at the source.

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