https://chriscampana.com/tags/machine-learning/ Recent content in Machine Learning on Chris Campana Hugo -- 0.158.0 en-us Tue, 31 Mar 2026 00:00:00 +0000 https://chriscampana.com/posts/feature_store_purpose/ Tue, 31 Mar 2026 00:00:00 +0000 https://chriscampana.com/posts/feature_store_purpose/ <ul> <li> <p>What does Feature Store do? Gives governed, reusable features</p> </li> <li> <p>How does it make data discoverable? Exposes machine learning ready data structures</p> </li> <li> <p>How does it execute data governance? There are entity definitions and lineage</p> </li> <li> <p>What about scalability? There are reusable Feature Views</p> </li> <li> <p>Feature store is a centralized repository designed to manage and share features efficiently across teams. <a href="https://www.databricks.com/blog/what-feature-store-complete-guide-ml-feature-engineering">databricks What is Feature Store?</a>. Reduce redundancy, enhance collaboration, efficient data management. versioning, monitoring, governance.</p>