Getting in the Flow with Snorkel AI (Practical AI #117)

Braden Hancock joins Chris to discuss Snorkel Flow and the Snorkel open source project. With Flow, users programmatically label, build, and augment training data to drive a radically faster, more flexible, and higher quality end-to-end AI development and deployment process.

Braden Hancock joins Chris to discuss Snorkel Flow and the Snorkel open source project. With Flow, users programmatically label, build, and augment training data to drive a radically faster, more flexible, and higher quality end-to-end AI development and deployment process.

Leave us a comment

Changelog++ members get a bonus 2 minutes at the end of this episode and zero ads. Join today!

Sponsors:

DigitalOcean – Get apps to market faster. Build, deploy, and scale apps quickly using a simple, fully managed solution. DigitalOcean handles the infrastructure, app runtimes and dependencies, so that you can push code to production in just a few clicks. Try it free with $100 credit at do.co/changelog.
Changelog++ – You love our content and you want to take it to the next level by showing your support. We’ll take you closer to the metal with no ads, extended episodes, outtakes, bonus content, a deep discount in our merch store (soon), and more to come. Let’s do this!
Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.
LaunchDarkly – Power experimentation at any scale. Fast and reliable feature management for the modern enterprise.

Featuring:

Braden Hancock – Twitter, WebsiteChris Benson – Twitter, GitHub, LinkedIn, Website

Show Notes:

Snorkel AI
Snorkel OSS
Snorkel Blog
Snorkel AI | Twitter
Snorkel AI | LinkedIn
Snorkel Best of VLDB paper
Snorkel Drybell collaboration with Google

Jerod recommends

Getting Waymo into autonomous driving (Drago Anguelov)
Building the world’s most popular data science platform (Peter Wang)
Achieving provably beneficial, human-compatible AI (Stuart Russell)

Something missing or broken? PRs welcome!