5 Signs You Need a Feature Platform

March 17, 2023 by ,

Discover if your ML team should be using a feature platform. Learn how a feature platform can help streamline your ML pipeline, improve model accuracy, and increase team collaboration.

Feature PlatformsOperational & Real-Time Machine Learning

Challenges of Feature Monitoring for Real-Time Machine Learning

January 26, 2023 by

To be successful with machine learning, you need to do more than just monitor your models at prediction time. You also need to monitor your features and prevent a “garbage in, garbage out” situation. However, it’s extremely hard to detect …

Operational & Real-Time Machine Learning

What Is Real-Time Machine Learning?

October 12, 2022 by

Real-time ML is when an app uses an ML model to autonomously and continuously make decisions that impact the decision in real time. Read to learn about the journey to real-time ML.

Operational & Real-Time Machine Learning

Why Building Real-Time Data Pipelines Is So Hard

August 16, 2022 by

The hardest part of real-time machine learning is building real-time data pipelines. Learn how you can avoid common challenges in this post.

Operational & Real-Time Machine LearningThought Leadership

Managing the Flywheel of Machine Learning Data

July 28, 2022 by

Learn how achieving the flywheel effect with ML can help you and your team quickly iterate on models, creating a compounding effect that results in high performance and reliability.

Thought LeadershipOperational & Real-Time Machine Learning

What Is a Feature Platform for Machine Learning?

July 8, 2022 by

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

Operational & Real-Time Machine LearningFeature Platforms

What Is Operational Machine Learning?

May 26, 2022 by

In this post, Kevin Stumpf, CTO of Tecton, describes what operational ML really is and gives practical examples to understand how it works.

Operational & Real-Time Machine LearningThought Leadership

Delivering Fast ML Features With Tecton & Redis Enterprise Cloud

March 11, 2022 by ,

Real-time machine learning applications are everywhere — from approving credit card transactions as they happen, to immediately generating personalized recommendations for your favorite streaming service. These applications can’t afford any …

Partners & IntegrationsOperational & Real-Time Machine Learning

Journey to Real-Time Machine Learning

August 9, 2021 by

We speak with hundreds of enterprise machine learning teams every year. And we’ve observed a typical pattern for the adoption of machine learning in the enterprise. Not every organization follows the exact same steps, but we’ve seen the pattern …

Operational & Real-Time Machine LearningThought Leadership

Back to the Future: Solving the time-travel problem in machine learning

July 6, 2020 by

In Back to the Future II, Marty McFly gets an idea to purchase a sports almanac in the future and bring it back to the past to use for betting. Doc Brown warns him not to profit from time travel because information from the future could create …

Thought LeadershipOperational & Real-Time Machine Learning