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Welcome to Tecton’s Feature Platform for Machine Learning Blog

What Is a Feature Platform for Machine Learning?

By July 8, 2022

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

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Optimizing Feature Materialization Costs in a CI/CD Environment

September 18, 2023 by

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.

TutorialsFeature Platforms

Create Amazing Customer Experiences With LLMs & Real-Time ML Features

September 13, 2023 by

Did you know connecting large language models (LLMs) to a centralized feature platform can provide powerful, real-time insights from customer events? This post explains the benefits and how you can fit LLMs into production machine learning pipelines.

Thought LeadershipOperational & Real-Time Machine Learning

Tecton 0.7: Making Batch, Streaming & Real-Time ML Transformations More Powerful & Flexible

September 7, 2023 by

Tecton 0.7 makes Tecton data transformations more powerful and flexible to better support real-time and production ML apps. Read about the latest release in this post.

AnnouncementsProduct Updates

How Do Real-Time Features Work in Machine Learning?

September 6, 2023 by

Learn more about real-time ML features and their benefits in this blog post.

Operational & Real-Time Machine Learning

Why You Need to Incorporate Machine Learning Into Your Search Ranking System

August 8, 2023 by

Learn how to build a search-and-ranking system to deliver contextualized and personalized search experiences, and how feature platforms can help streamline the process.

Feature Platforms

How a Feature Platform Can Help Enable Responsible AI

August 1, 2023 by ,

Generative and Responsible AI are hot topics. This blog post dives into 5 Responsible AI principles and how a feature platform helps enable them.

Thought LeadershipFeature Platforms

Machine Learning for Risk & Fraud Detection: 4 Key Insights From apply(risk)

July 28, 2023 by

apply(risk), the biggest online conference for fraud detection in the ML community, featured many informative talks. Check out this post for four major takeaways from the event.

EventsFraud Detection

Announcing Tecton on Google Cloud: Accelerate the Development of ML-Powered Applications

July 25, 2023 by ,

Announcing Tecton on Google Cloud: Accelerate the development of ML-powered applications with Tecton on Google Cloud Tecton on Google Cloud provides an easy and fast way to build, process, manage, and share high-quality ML features across your …

Partners & Integrations

Integrating Tecton With Google Cloud Platform

July 25, 2023 by

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 …

Partners & Integrations

The State of Applied Machine Learning 2023

July 20, 2023 by

Ever wonder what the most common use cases are for applied ML? Or how fast companies are adopting MLOps solutions? Or what the main challenges are when adopting applied ML? Over 1,700 ML practitioners—from data science to ML and data …

Operational & Real-Time Machine Learning

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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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

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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