Welcome to the Tecton blog
Our thoughts on extracting ML signal from the data noise
Put Hugging Face Embeddings into Production with Tecton
Embeddings have proven to be some of the most important features used in machine learning, enabling ML algorithms to learn efficient representations of complex data. Many embeddings, in particular embeddings of audio, text or images, are computed with complex (and … Read More
Savannah Keener
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 here. What do you do at Tecton? What does your team do? … Read More
Getting Started with Amazon SageMaker and Tecton’s Feature Store
SageMaker has emerged as a leading ML platform for enterprises running on AWS. Similarly, Tecton has emerged as the feature store of choice for enterprises running ML in production. Tecton makes it very easy to productionize feature pipelines (the process … Read More
Scaling Tecton’s Engineering team
2021 was a big year for Tecton! Our mission is to bring ML intelligence to every production application, which starts with the world’s best enterprise feature store to power machine learning. We made huge strides towards this mission: demand for … Read More
apply(meetup): Announcing the Speaker Lineup for February 10
We're excited to host the next apply(meetup) this February 10th from 8:30 am to 1:30 pm PT. The event is free and entirely virtual, making it easy for everyone to attend and participate. … Read More
Building a Feature Store
As more and more teams seek to institutionalize machine learning, we’ve seen a huge rise in ML Platform Teams who are responsible for building or buying the tools needed to enable practitioners to efficiently build production ML systems. Almost every … Read More
2021 at Tecton: A Year in Review
2021 is a wrap, and what a year it has been! As we head into the New Year, I want to take a look back at what we’ve accomplished this year and share with you some of the things I … Read More
David Hershey
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 here. What do you do at Tecton? What does your team do? … Read More
Maintaining Feature Pipelines with Automated Resolution of Compute Failures
Customers rely on Tecton for providing uninterrupted access to their machine learning features. Tecton orchestrates and manages the data pipelines that compute these features, insulating the end user from their complexity. However, the pipelines run user-provided transformation code on cloud … Read More