Uncategorized Archives | Tecton


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Deploying Real-Time Predictive Applications with Databricks

We are thrilled to announce our partnership with Databricks, the Data and AI Company and pioneer of the data lakehouse paradigm, to help organizations build and automate their machine learning (ML) feature pipelines from prototype to production. Available to all … Read More

What is Operational Machine Learning?

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 examples to understand how it works … Read More

Why Centralized Machine Learning Teams Fail

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 don’t work. … Read More

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

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 ML-specific APIs to make data scientists productive. … Read More

Our Culture and Values

Before starting Tecton, Mike and I were at Uber for several years. Uber had a unique culture. It motivated people to work hard, move fast, and build a business that impacts millions of people at incredible speed. But it also … Read More

Building Production-Ready Machine Learning Features on Snowflake with Tecton’s Feature Store

We are excited to announce the integration of Tecton’s enterprise feature store and Feast, the popular open source feature store, with Snowflake. The integration, available in preview to all Snowflake customers on AWS, will enable data teams to securely and … Read More

How to Use Snowflake with Tecton

You want to build production machine learning on top of Snowflake. So how do you do that?  If you’re a Snowflake user who wants to put machine learning into production, great news — we recently announced that Tecton is introducing a … Read More

Delivering Fast ML Features with Tecton and Redis Enterprise Cloud

Authors:Eddie Esquivel, Solutions Architect at TectonEd Sandoval, Product Manager at Redis Real-time ML 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 delay: … Read More

Tecton and Redis: High Performance at Scale for Real-Time ML

Tecton is announcing support for Redis to deliver single-digit ms latency to users running at scale, at 14x lower cost than DynamoDB Organizations that use machine learning to power real-time, customer-facing interactions every day care deeply about the performance and … Read More

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