Feature Store for Machine Learning: The Beginner's Guide (+Feast)

In this video, we will observe the feature store as a concept, take a look at Feast as a concrete implementation and make appropriate conclusions.
Special thanks to Sergey Kazantsev.

#featurestore #machinelearning #feast

Materials:
  / feature-store-101  
https://www.featurestore.org/what-is-...
https://developers.google.com/machine...
https://docs.feast.dev/

00:00-00:34 Intro
00:34-01:55 What is a feature?
01:55-02:27 Feature engineering
02:27-03:10 Feature stores in ML
03:10-03:50 Feature store applications
03:50-04:40 An example
04:40-05:05 Benefits
05:05-05:37 Types
05:37-07:10 How to integrate feature store in your system
07:10-07:52 Feast
07:52-09:07 Feast architecture
09:07-09:27 Feast materialize
09:27-09:58 Other components
09:58-10:30 Conclusions
10:30-11:01 Like and Subscribe