Unlocking Real-Time AI for Everyone with Tecton

November 14, 2023

Tecton is launching Rift, the industry’s first Python-based compute engine for batch, streaming, and real-time features. Read more about it in this post.

What is online / offline skew in machine learning?

April 5, 2023

The online/offline skew (aka the training/serving skew) is one of the biggest challenges in machine learning. Learn how you can reduce skew in this post.

Building Production-Ready Machine Learning Features on Snowflake with Tecton’s Feature Store

March 26, 2022

We are excited to announce the integration of Tecton’s enterprise feature store and Feast, the popular open source feature store, with Snowflake. The integration, available in preview to all Snowflake customers on AWS, will enable data teams to …

apply() Highlight: How Feature Logging Enables Real-Time ML

June 17, 2021

Generating training data for an online, real-time machine learning system can be tricky. In order to guard against temporal data leakage, training events must use only historical features that were valid as of that point in time. This requires …

Back to the Future: Solving the time-travel problem in machine learning

July 6, 2020

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 because information from the future could create …