Learn more about how Hopsworks stores both data and validation artifacts, enabling easy monitoring on the Feature Group UI page.
In this blog, we introduce Hopsworks Connector API that is used to mount a table in an external data source as an external feature group in Hopsworks.
Learn how the Hopsworks feature store APIs work and what it takes to go from a Pandas DataFrame to features used by models for both training and inference.
In this blog post we showcase the results of a study that examined point-in-time join optimization using Apache Spark in Hopsworks.
Programmers know data types, but what is a feature type to a programmer new to machine learning, given no mainstream programming language has native support for them?
Many developers believe S3 is the "end of file system history". It is impossible to build a file/object storage system on AWS that can compete with S3 on cost. But what if you could build on top of S3
In this blog, we discuss the state-of-the-art in data management and machine learning pipelines (within the wider field of MLOps) and present the first open-source feature store, Hopsworks.
© Hopsworks 2023. All rights reserved. Various trademarks held by their respective owners.