Assertion Supported AI assessment confidence: 95% certainty 4/5 debate potential 1/5

Yahoo used ML and behavioral targeting in ads over 15 years ago

Dave Burgess · Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark) · Apr 5, 2021 · at 2:46

Dave Burgess, Head of Data Engineering at Pinterest and former chief architect for global display advertising at Yahoo, recalls Yahoo's early adoption of machine learning.

0:00 / 0:07exact quote · 8.0s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“We were doing machine learning and behavioral targeting back 15 years ago, more than 15 years ago in advertising.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Dave Burgess

Opinion
Pinterest visual search beats Google and Bing in head-to-head tests
“You'll find that Pinterest is usually the one that comes out of top.”
Dave Burgess Apr 5, 2021 ▶ 13:06 Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
Assertion Contradicted
Apache Kafka was built on prior engineering work at Yahoo
“Things like Kafka eventually came out of LinkedIn that was based on work that we had been doing at Yahoo”
Dave Burgess Apr 5, 2021 ▶ 2:38 Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
Assertion Not checkable as stated
Pinterest stores more than 400 petabytes of data
“We have more than 400 petabytes of data.”
Dave Burgess Apr 5, 2021 ▶ 8:59 Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
Disclosure
Pinterest manages open-source data tech in-house to limit downtime
“Yeah, we do. I mean, we're fortunate to have the number of engineers to do that, and one of the reasons why we work directly either with the open source community or the companies that are also working on that is that we want Pinterest to be up all the time, a…”
Dave Burgess Apr 5, 2021 ▶ 20:29 Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
Disclosure
Pinterest embeds machine learning engineers directly within product teams
“With machine learning is actually distributed everywhere. We have Many, many machine learning engineers and many, many use cases. And those mission machine learning engineers are embedded within each organization.”
Dave Burgess Apr 5, 2021 ▶ 22:50 Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
Disclosure
Pinterest wants non-coding data scientists to deploy ML models to production
“And to get to a point where we can have people that are data scientists that don't even code, that can just build models and be able to deploy those to production. So that's really what we want to get to within Pinterest as well.”
Dave Burgess Apr 5, 2021 ▶ 24:22 Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 400 conversations transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.