As data volume and complexity grow in an organization, sound decision making and high-quality AI products depend on having a robust approach to maintaining data health. In this talk, Anna Swigart will outline a framework for how to invest in preventative health for data, including choosing the right “data vitals” to measure, how to keep bad data from propagating through systems, early detection of anomalies using ML-driven tools like Luminaire, and being systematic about cleaning up data clutter.

Note, this virtual event will be held using Zoom.

Agenda:

5:00 pm: Welcome & Housekeeping

5:10 pm: "Investing in Preventative Health for Data" (Anna Swigart, Senior Engineering Manager, Data Governance at Zillow)

5:35 pm: Q&A and Networking

Hosted By: Rsqrd AI

Speaker's bio:

Anna Swigart is a Senior Manager of Data Engineering at Zillow, leading the Data Governance team. She started her career as a cognitive neuroscience researcher, studying how our brains process information, and for the past 8 years has been focused on how data platforms and frameworks can help organizations make better sense and use of their data at scale. At Zillow, her team manages platforms and processes for standardized data quality, discovery, privacy, and security across the company.