What Is Real-Time Machine Learning?

October 12, 2022 by

Real-time machine learning is the new operational machine learning, and data is more easily accessible than ever before. In the past few years, we’ve seen many large companies move from analytical (offline predictions + batch data sources) and …

Operational & Real-Time Machine Learning

Managing the Flywheel of Machine Learning Data

July 28, 2022 by

In this post, I’ll explain what the machine learning flywheel is and what the challenges are today—particularly around ML data, which is the lifeblood of any ML application.

Thought LeadershipOperational & Real-Time Machine Learning

What Is a Feature Platform for Machine Learning?

July 8, 2022 by

Up until two years ago, only giant technology companies had the resources and expertise to build products that fully depended on machine learning systems. Think Google powering ad auctions, TikTok recommending content, and Uber dynamically adjusting …

Operational & Real-Time Machine LearningFeature Platforms

What Is Operational Machine Learning?

May 26, 2022 by

Tecton's founders started Uber Michelangelo, which led to an explosion of operational machine learning applications at Uber. In this article, Kevin Stumpf, Co-founder and CTO at Tecton, describes what operational ML really is and gives practical …

Operational & Real-Time Machine LearningThought Leadership

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