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Welcome to Tecton’s Feature Platform for Machine Learning Blog

What Is a Feature Platform for Machine Learning?

  • Kevin Stumpf
April 11, 2024

Tecton CTO Kevin Stumpf explains in this post the differences between a feature store and feature platform for machine learning.

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How Tecton Helps ML Teams Build Smarter Models, Faster

April 5, 2024

In the race to infuse intelligence into every product and application, the speed at which machine learning (ML) teams can innovate is not just a metric of efficiency. It’s what sets industry leaders apart, empowering them to constantly improve …

Thought LeadershipFeature Platforms

Introducing Tecton’s Integration with ModelBit

February 27, 2024

This post was originally published on the Modelbit blog and can be viewed here. We are excited to announce that Tecton and Modelbit have partnered to release an integration to enable a more streamlined ML model deployment and feature management …

Product UpdatesPartners & Integrations

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 …

Thought Leadership

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.

Product UpdatesAnnouncements

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.

Events

Test and Validate Feature Quality with Tecton

December 18, 2023

Tecton ensures the quality of machine learning features in production.

Tutorials

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 …

TutorialsProduct Updates

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.

ProductRecommender Systems

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!

Tutorials

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.

AnnouncementsProduct

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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

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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