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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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Building a High Performance Embeddings Engine at Tecton

July 18, 2024

At Tecton, we’ve always been focused on enabling customers to access and use their data in machine learning applications. Historically, this has meant transforming, joining, and aggregating tabular data into features that can be used in low-latency …

Engineering

A Practical Guide to Tecton’s Declarative Framework

June 26, 2024

In this previous blog post, we saw how treating features as code can revolutionize the feature engineering process and bridge the gap between data scientists and engineers. We introduced Tecton’s declarative framework as an abstraction to …

Feature PlatformsOperational & Real-Time Machine Learning

How Features as Code Unifies Data Science and Engineering

June 17, 2024

Feature engineering is a critical part of machine learning but it is frequently overlooked as a complex aspect of building successful models. Features are the lifeblood that ML models use to make predictions or decisions. Creating high-quality …

Feature Platforms

Hidden Data Engineering Problems in ML and How Tecton Solves Them

June 10, 2024

Machine learning teams are under constant pressure to embed AI into every customer interaction and experience. The demand for smarter features, personalized recommendations, and real-time decisions at every touchpoint is soaring. Yet, the intricate …

Thought LeadershipFeature Platforms

Powering Millions of Real-Time Rankings with Production AI

May 23, 2024

Mihail Douhaniaris and Martin Jewell, a Senior Data Scientist and Senior MLOps Engineer from GetYourGuide, respectively, share their insights into building and maintaining a robust machine learning-based ranking system. In this blog post, they are …

Customer StoriesIntegrations

Productionizing Embeddings: Challenges and a Path Forward

April 30, 2024

Embeddings – condensed, rich representations of unstructured data – have emerged as a transformative technique for unlocking the full potential of both predictive and generative AI. In business-critical predictive AI applications like fraud …

Product UpdatesThought Leadership

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

Book 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