Feature Store for Machine Learning - MLOps
#datascience #machinelearning #featurestore
A feature store is a centralized repository for sharing all available features across the organization
Feature store allows one to
Share features efficiently and consistently
Reduce training deployment skew by keeping feature values consistent between training and serving
Feast is an open source feature store that helps you serve features in production. Feast automates the process of loading and serving features in an online feature store, and ensures your models in production have a consistent view of feature data.
Feast can run on Spark on k8s, on cloud platforms and also as standalone
Watch video Feature Store for Machine Learning - MLOps online without registration, duration hours minute second in high quality. This video was added by user AIEngineering 17 April 2021, don't forget to share it with your friends and acquaintances, it has been viewed on our site 25,199 once and liked it 317 people.