Machine Learning Embeddings with Edo Liberty

Sept. 27, 2021, 4:21 p.m. (3 years, 2 months ago)

0 Comments

How can you tell if two images are similar? What about two videos, or two podcast episodes? Finding similar items in a data set is the foundation of Search, Recommendations, Spam Fighting, and many other areas of machine learning. To do this, we need some examples of images that are similar & not similar (called labels), and a method that can learn patterns from these examples (called a model). Today we have Edo Liberty, CEO of Pinecone, on the show to dive into how embeddings are trained and how to quickly find the similar groups of items from millions (even billions!) of examples.

Similar Podcasts

The pain of dependency management

Baruch Sadogursky (Chief Sticker Officer at JFrog) joins Natalie & Johnny to lament the current state of dependency management in Go and other languages. They discuss the problems dependency managers face, possible technical mitigations like SBOMs, people problems that will never be solved by te...

The art of the PR: Part 1

In this episode, we will be exploring PRs. What makes a good PR? How do you give the best PR review? Is there such thing as too small, or big of a PR? We’ll be debating the details, and trying to help our fellow gophers perfect the art of the PR. We are joined by three wonderful guests Jeff Hernande...

Squashing bugs using AI and Machine Learning

The best part of hosting Programming Throwdown is reading emails from people who listened to this show before they had any coding experience and went on to land jobs in tech. Thanks so much for inspiring us with your stories. My second favorite part of hosting the show is hearing about so many aweso...

Supper Club × Steve Ruiz Building a Drawing App

In this supper club episode of Syntax, Wes and Scott talk with Steve Ruiz about how he built tldraw, how he manages state, what was done to support mobile, and more. Gatsby - Sponsor Today’s episode was sponsored by Gatsby, the fastest frontend for the headless web. Gatsby is the framework of choic...