Building a Feature Store

January 20, 2022

As more and more teams seek to institutionalize machine learning, we’ve seen a huge rise in ML Platform Teams who are responsible for building or buying the tools needed to enable practitioners to efficiently build production ML systems. Almost …

Feature StoresThought Leadership

Announcing Feast 0.10

April 15, 2021

Learn the differences between Tecton, a fully managed feature platform, and Feast, an open source feature store. Today, we’re announcing Feast 0.10, an important milestone towards our vision for a lightweight feature store.  Feast is an open …

Feature StoresAnnouncements

How to Build a Fraud Model with a Feature Store

April 5, 2021

Many companies with platforms that involve financial transactions are looking to bring them in-house to some degree as they can have more control over the user experience and usually save money on transaction fees over outsourced solutions. While the …

TutorialsFeature Stores

Amazon SageMaker & Tecton: How to Choose the Right Feature Store on AWS

December 10, 2020

Amazon recently introduced the SageMaker feature store, recognizing that one of the largest challenges facing data science teams is building and serving high-quality machine learning features both in training and in production. We at Tecton …

Feature Stores

Feature Store in General Availability & Series B Funding

December 6, 2020

Today marks a big milestone for Tecton. We’re excited to announce that the Tecton feature store is now in General Availability, and that we have raised $35 Million in Series B funding from our existing lead investors, Andreessen Horowitz and …

AnnouncementsFeature Stores

What Is a Feature Store?

October 20, 2020

This post describes the key components of a modern feature store and how the sum of these parts act as a force multiplier on organizations, by reducing duplication of data engineering efforts, speeding up the machine learning lifecycle, and unlocking …

Feature Stores

Tecton: The Data Platform for Machine Learning

April 28, 2020

Today, Jeremy Hermann, Kevin Stumpf and I are excited to introduce Tecton, the company we founded just over a year ago. Tecton’s mission is to make it easy and safe to put machine learning into production to power smart product experiences. This …

AnnouncementsFeature Stores