Tecton

Welcome to Tecton’s Feature Platform for Machine Learning Blog

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Production ML: 6 Key Challenges & Insights—an MLOps Roundtable Discussion

January 24, 2024

Navigating the journey from a promising ML concept to a robust, production-ready application is filled with challenges. Teams need to establish efficient data pipelines, understand and attribute their costs, and design organizational processes that …

Introducing Tecton 0.8: Seamless Machine Learning Feature Development With Unparalleled Performance & Cost

January 18, 2024

Learn how Tecton 0.8 can improve performance and lower infrastructure costs by up to 100x, provide ways to develop new types of machine learning features, and more in this blog post.

Navigating the MLOps Landscape: 4 Key Insights From apply(ops)

December 19, 2023

Check out this blog post for the 4 major takeaways from apply(ops), which featured talks from Uber, HelloFresh, Riot Games, and more.

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 …

High-Scale Feature Serving at Low Cost With Caching

December 5, 2023

Learn the different use cases for caching features and see how the Tecton Serving Cache works in this blog post.

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!

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.

Doubling Down on Production AI at Tecton

November 13, 2023

Tecton is focusing on production AI and will no longer maintain the Feast open-source project. Find out what this means for Feast.

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.

Request a Demo

Unfortunately, Tecton does not currently support these clouds. We’ll make sure to let you know when this changes!

However, we are currently looking to interview members of the machine learning community to learn more about current trends.

If you’d like to participate, please book a 30-min slot with us here and we’ll send you a $50 amazon gift card in appreciation for your time after the interview.

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Contact Sales

Interested in trying Tecton? Leave us your information below and we’ll be in touch.​

Unfortunately, Tecton does not currently support these clouds. We’ll make sure to let you know when this changes!

However, we are currently looking to interview members of the machine learning community to learn more about current trends.

If you’d like to participate, please book a 30-min slot with us here and we’ll send you a $50 amazon gift card in appreciation for your time after the interview.

CTA link

or

CTA button

Request a free trial

Interested in trying Tecton? Leave us your information below and we’ll be in touch.​

Unfortunately, Tecton does not currently support these clouds. We’ll make sure to let you know when this changes!

However, we are currently looking to interview members of the machine learning community to learn more about current trends.

If you’d like to participate, please book a 30-min slot with us here and we’ll send you a $50 amazon gift card in appreciation for your time after the interview.

CTA link

or

CTA button