Data Brew by Databricks

Data Brew Season 2 Episode 2: Data Ethics

April 28, 2021 Databricks Season 2 Episode 2
Data Brew by Databricks
Data Brew Season 2 Episode 2: Data Ethics
Show Notes

For our second season of Data Brew, we will be focusing on machine learning, from research to production. We will interview folks in academia and industry to discuss topics such as data ethics, production-grade infrastructure for ML, hyperparameter tuning, AutoML, and many more.

Have you ever wondered how your purchasing behavior may reveal protected attributes? Or how data scientists and business play a role in combating bias? We discuss with Diana Pfeil recommendations to reduce bias and improve fairness, from SHAP to adversarial debiasing.

See more at databricks.com/data-brew