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Feature Stores
The EU AI Act: Time to Govern your AI or Turn it off
June 30, 2022
10 min
Read

The EU AI Act: Time to Govern your AI or Turn it off

An introduction to the EU AI Act and how Feature Stores provide a great solution to the obligations imposed by the regulation.

Geoff Burne
MLOps Wars: Versioned Feature Data with a Lakehouse
June 29, 2022
12 min
Read

MLOps Wars: Versioned Feature Data with a Lakehouse

With support to Apache Hudi, the Hopsworks Feature Store offers lakehouse capabilities to improve automated feature pipelines and training pipelines (MLOps).

Davit Bzhalava
Hopsworks Online Feature Store: Fast Access to Feature Data for AI Applications
June 29, 2022
12min
Read

Hopsworks Online Feature Store: Fast Access to Feature Data for AI Applications

Read about how the Hopsworks Feature Store abstracts away the complexity of a dual database system, unifying feature access for online and batch applications.

Moritz Meister
Testing feature logic, transformations, and feature pipelines with pytest
June 29, 2022
17 min
Read

Testing feature logic, transformations, and feature pipelines with pytest

Operational machine learning requires the offline and online testing of both features and models. In this article, we show you how to design, build, and run test for features.

Jim Dowling
AI/ML needs a Key-Value store,  and Redis is not up to it
June 29, 2022
12 min
Read

AI/ML needs a Key-Value store, and Redis is not up to it

Seeing how Redis is a popular open-source feature store with features significantly similar to RonDB, we compared the innards of RonDB’s multithreading architecture to the commercial Redis products.

Mikael Ronström
MLOps with a Feature Store
June 29, 2022
15 min
Read

MLOps with a Feature Store

This blog introduces platforms and methods for continuous integration (CI), delivery (CD), and training (CT) with ML platforms, with details on how to do CI/CD MLOps with a Feature Store.

Fabio Buso
Feature Store: The missing data layer for Machine Learning pipelines?
June 29, 2022
30 min
Read

Feature Store: The missing data layer for Machine Learning pipelines?

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.

Jim Dowling
ML Engineer Guide: Feature Store vs Data Warehouse
June 29, 2022
13 min
Read

ML Engineer Guide: Feature Store vs Data Warehouse

The feature store is a data warehouse of features for machine learning (ML). Architecturally, it differs from the traditional data warehouse in that it is a dual-database.

Jim Dowling
How to build your own Feature Store
June 29, 2022
13 min
Read

How to build your own Feature Store

We have many conversations with companies and organizations who are deciding between building their own feature store and buying one. We thought we would share our experience of building one.

Jim Dowling
Deep Learning for Anti-Money Laundering with a feature store
June 29, 2022
18 min
Read

Deep Learning for Anti-Money Laundering with a feature store

Deep learning is now the state-of-the-art technique for identifying financial transactions suspected of money laundering. It delivers a lower number of false positives and with higher accuracy.

Jim Dowling

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