Do You Really Need a Feature Store?

In the majority of cases, a feature store is overkill

It appears that every sophisticated ML team has built a feature store for their ML platform. Uber built Palette. Airbnb built Zipline. Netflix built Time Travel. Google Cloud worked with our customer GoJek to build Feast.

Fortunately, you no longer need to build or manage your own. Google Cloud Vertex AI offers a fully managed feature store as does Sagemaker. There are even companies like …

feature engineering feature-store google cloud platform machine learning vertex-ai