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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

Product Update: More Data Flexibility, Control, and Quality

October 6, 2022 by

Tecton 0.5 has exciting new capabilities designed to give Tecton users more flexibility and control of their features and underlying systems. Read this post to learn more about these capabilties.

Product Updates

Machine Learning: The Past, Present, and Future

September 14, 2022 by

In this post, we take a look at the early days of getting ML into production, where we are today, and some predictions of what it will be like to build ML applications in the future.

Thought Leadership

The Importance of Canary Testing to Ensure Feature Correctness

August 23, 2022 by ,

Learn how Tecton’s canary process was designed to keep Tecton’s feature platform reliable, stable, and scalable.

Engineering

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

Production Machine Learning Application in 15 Minutes With Tecton and Databricks

August 4, 2022 by

Getting ML systems into production has always been (and still is) challenging. Learn how to use Tecton and Databricks to overcome those challenges and build an MVP for a real-time ML system in 15 minutes.

Partners & IntegrationsTutorials

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

Tecton Raises $100M in Series C Funding

July 12, 2022 by

Tecton has raised $100M in a Series C funding round to help make real-time ML accessible to everyone.

Announcements

Deploying Real-Time Predictive Applications With Databricks

June 22, 2022 by

Tecton is now available to all Databricks customers on AWS. The integration enables teams to build production-ready feature pipelines and serve them at scale with only a few lines of code.

Partners & Integrations

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

Why Centralized Machine Learning Teams Fail

May 16, 2022 by

How should you organize an ML team? Do centralized data teams work? In this article, David Hershey, solutions architect at Tecton, describes a common pattern we've seen across hundreds of companies using machine learning: centralized data teams …

Thought Leadership

Why Feature Stores Should Extend, Not Replace, Existing Data Infrastructure

May 11, 2022 by

During apply(meetup), Ben Wilson, from Databricks, gave a lightning talk on how ML projects shouldn't be built in isolation. At Tecton, we believe that great ML infra should integrate deeply with existing data infrastructure while providing …

Thought LeadershipFeature Stores

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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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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

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