Test and Validate Feature Quality with Tecton

December 18, 2023

Tecton ensures the quality of machine learning features in production.

Visualizing Feature Lineage with Tecton Dataflow

December 11, 2023

Tecton is the interface between raw data and production ML models. Sitting at the intersection between data and AI enables Tecton to provide powerful visibility into feature lineage – namely, what raw data ultimately powers which models. Today …

Rules & Heuristics for Machine Learning

December 4, 2023

Tecton's feature platform can be used for much more than features—this blog walks through an example building rules and heuristics with Tecton as well!

Featured Features: Ratio Features

November 9, 2023

Learn about ratio features in machine learning, how and when they are used with ML models, and how to build ratio features in Tecton.

Orchestrating Feature Pipelines: Announcing the Tecton Airflow Provider

October 31, 2023

The Tecton Airflow provider allow feature platform orchestration through the management of Tecton Feature Views and Feature Services in Airflow.

Combining Online Stores for Real-Time Serving

October 10, 2023

Tecton uses Redis or DynamoDB as an online store for production machine learning. This post provides examples that use both databases together

Optimizing Feature Materialization Costs in a CI/CD Environment

September 18, 2023

Managing dev/test/prod environments for a feature store/feature platform can come with some unique considerations, especially when trying to control costs. Read about Tecton's best practices in this area in this post.

Integrating Tecton’s Feature Platform With Google Cloud Platform

July 25, 2023

Tecton and Google Cloud Platform (GCP) just announced the availability of the Tecton feature platform on Google Cloud. Tecton provides a fully managed way to build and orchestrate the complete lifecycle of features, from transformation to online …