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Unpacking 3 Types of Feature Stores // Simba Khadder // #265

MLOps.community

CHAPTER

The Role of Feature Stores in Machine Learning

This chapter explores the interplay between vector stores and feature stores, emphasizing their respective roles in data processing and machine learning. It addresses the challenges faced by data scientists and engineers in managing feature pipelines, the transition from simple solutions to more robust models, and the evolving landscape of feature stores. The discussion highlights the importance of understanding user needs and ROI when deciding between in-house development and established feature store solutions.

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