Amazon recently introduced 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. The team at Tecton could not agree more with … Read More
Feature Store in General Availability & Series B Funding
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 … Read More
Why Tecton is Backing the Feast Open Source Feature Store
Today, we’re excited to announce that Tecton is becoming a core contributor to the Feast open source project, and that Willem Pienaar, creator of Feast, is joining the Tecton team. … Read More
What is a Feature Store?
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 a new kind of collaboration across data science teams. … Read More
Back to the Future: Solving the time-travel problem in machine learning
In Back to the Future II, Marty McFly gets an idea to purchase a sports almanac in the future and bring it back to the past to use for betting. Doc Brown warns him not to profit from time travel … Read More
Why We Need DevOps for ML Data
Getting machine learning (ML) into production is hard. In fact, it’s possibly an order of magnitude harder than getting traditional software deployed. As a result, most ML projects never see the light of production-day and many organizations simply give up … Read More
Tecton: The Data Platform for Machine Learning
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 … Read More