The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Feature Stores for MLOps with Mike del Balso - #420


Listen Later

Today we’re joined by Mike del Balso, co-Founder and CEO of Tecton. 

Mike, who you might remember from our last conversation on the podcast, was a foundational member of the Uber team that created their ML platform, Michelangelo. Since his departure from the company in 2018, he has been busy building up Tecton, and their enterprise feature store. 

In our conversation, Mike walks us through why he chose to focus on the feature store aspects of the machine learning platform, the journey, personal and otherwise, to operationalizing machine learning, and the capabilities that more mature platforms teams tend to look for or need to build. We also explore the differences between standalone components and feature stores, if organizations are taking their existing databases and building feature stores with them, and what a dynamic, always available feature store looks like in deployment. 

Finally, we explore what sets Tecton apart from other vendors in this space, including enterprise cloud providers who are throwing their hat in the ring.

The complete show notes for this episode can be found at twimlai.com/go/420.

Thanks to our friends at Tecton for sponsoring this episode of the podcast! Find out more about what they're up to at tecton.ai.

...more
View all episodesView all episodes
Download on the App Store

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)By Sam Charrington

  • 4.7
  • 4.7
  • 4.7
  • 4.7
  • 4.7

4.7

415 ratings


More shows like The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

View all
The AI in Business Podcast by Daniel Faggella

The AI in Business Podcast

162 Listeners

Data Skeptic by Kyle Polich

Data Skeptic

481 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

298 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

323 Listeners

AI Today Podcast by AI & Data Today

AI Today Podcast

147 Listeners

DataFramed by DataCamp

DataFramed

265 Listeners

Practical AI by Practical AI LLC

Practical AI

189 Listeners

Last Week in AI by Skynet Today

Last Week in AI

289 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

88 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

122 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

199 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

76 Listeners

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis

441 Listeners

AI + a16z by a16z

AI + a16z

30 Listeners

Training Data by Sequoia Capital

Training Data

36 Listeners