CTM: Continuous Testing Meetup San Francisco

We're all in for a treat! On April 23, Lauren Maffeo, Senior Service Designer at Steampunk and author of "Designing Data Governance from the Ground Up," will be our speaker. She'll be discussing a great topic in automating data quality for AI and she'll also be signing copies of her book. The first 15 in the door will get a free copy of the book to be signed by Lauren, and all other attendees will get a free e-book. And, yes, we know there is a spelling error in "Automating," but that was the point!

When
April 23, 6:00pm - 9:00pm

Where
450 Sansome Street, 9th Floor, San Francisco, CA 94111

Agenda
6:00pm - 6:45pm Network, food & drinks
6:45pm - 7:45pm [Talk] From Paper to Production: Automating Data Quality for AI
8:00pm - 9:00pm Socialize, food & drinks

Talk

From Paper to Production: Automating Data Quality for AI

"I can't do data QA because my team hasn't defined what data quality looks like" -- if this sentence sounds familiar, you're not alone.

High-quality data is AI's secret sauce, yet defining what that means can seem impossible. Who defines data quality, how does it differ for each data domain, when should you update those standards post-production, and what moves your data governance from a 60-page Word document updated last decade to a clear set of standards that serve as your data architecture's backbone?

This talk covers the basics of great data governance: The people, processes, and tools needed to automate data quality at scale. You'll learn how to define data domains, organize your data architecture, create data QA, and build more transparency into your algorithms.