Feature Stores for Machine Learning

Transition from batch to real time with an integrated feature store

What is a feature store; why & how did we build one at Monzo?

In many machine learning problems we have to go through a similar feature engineering process, and we can take advantage of that

What is MLOps? Understand how it is going to help you in building an end-to-end Machine Learning Pipeline

TLDR; Hopsworks Feature Store interacts with the new Python and Scala/Java Software Development Kit (SDK) available in Hopsworks 2.0. The…

Why you should read this post

ML Engineer Guide

Feature stores are an important new concept in data science and machine-learning. They provide a way to organise much of the data…

A data science feature that everyone needs to be aware of

The recent past has seen a slew of announcements from companies about feature stores they’re building. More are scheduled for later this…

I’ve seen much value gained from building and maintaining a centralized feature store. Feature store is a centralized software library…

A containerized approach using Apache Kafka, Spark, Cassandra, Hive, Postgresql, Jupyter, and…

Introduction & Motivation — Why Feature Store

Mathias Peters 6 days ago

A look into disappearing data and degraded performance preventing ML models from shipping

TLDR; If AI is to become embedded in the DNA of Enterprise computing systems, Enterprises must first re-align their machine learning (ML)…

Rethinking Feature Stores from the Ground Up

Feature Stores have become the key piece of data infrastructure for machine learning…