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What Is a Feature Platform for Machine Learning?

By July 8, 2022

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 …

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6 Themes From the May 2022 apply() Conference

November 16, 2022 by

apply() is Tecton’s ML data engineering conference that discusses how teams can include ML in their products. Discover 6 themes in our recap of the May 2022 apply() conference.

Events

HelloFresh Selects Tecton to Help Standardize Machine Learning Across the Organization

November 2, 2022 by

Since its launch in 2011, HelloFresh has grown exponentially. The company is now publicly traded, counts more than 8 million active customers, employs 21,000+ people worldwide, and is the biggest meal-kit provider globally. To support its growth, …

Customer Stories

Feature Stores vs. Feature Platforms: Which One Is Right for Your Team?

October 19, 2022 by ,

Have you ever wondered what the difference is between a feature store and a feature platform? At first glance, they look like they provide similar capabilities and many teams may choose to go the direction of using an open-source feature store like …

Feature StoresFeature Platforms

Feature Stores
for Real-Time ML.
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Real-Time Machine Learning Challenges

October 19, 2022 by ,

We’ve written about why real-time data pipelines are so challenging to build. Companies often turn to feature stores or feature platforms to solve many of these pain points. Some recent examples of this include CashApp using a feature platform to …

Feature PlatformsFeature Stores

Real-Time Machine Learning
for Financial Services

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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

Product Update: More Data Flexibility, Control, and Quality

October 6, 2022 by

If you work with machine learning in any form, then you know getting powerful models to production, faster, is the intent. But in order for an individual, a team, and/or an organization to develop and scale machine learning systematically, the people …

Product Updates

Machine Learning: The Past, Present, and Future

September 14, 2022 by

In the past 10 years, we’ve seen an explosion of growth both in the use cases for machine learning (ML) and the MLOps tools for putting it into production. It’s now possible for a small team to deliver a use case like real-time fraud …

Thought Leadership

Choosing the Right Feature Store: Feast or Tecton?

On-Demand Webinar

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

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