The Evolution and Impact of Feature Stores in Machine Learning

This chapter explores the historical development of feature stores in machine learning, addressing the challenges and integration into data engineering. It emphasizes the shift from experimentation to the establishment of robust, production-ready systems in response to increasing industry recognition of their importance.