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Welcome to the Tecton blog
Our thoughts on extracting ML signal from the data noise
What is a Feature Store?
Posts
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
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
Emma Peng
Our blog series, Featured Tectonauts, highlights the amazing characters we get to interact with daily here at Tecton. Want to join the team? Check out our open positions. … 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
Tony Chu
Tony Chu is the lead product designer at Tecton. We caught up with him to hear about his journey to Tecton and his passion for design … 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
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