All episodes of Data Brew by Databricks

Episodes

Data Brew Season 2 Episode 2: Data Ethics

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...

Published 04/28/21

Data Brew Season 2 Episode 1: ML in Production

For our second season, 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,...

Published 04/22/21

Data Brew Episode 6: Journey of Big Data

Jules Damji and Tathagata Das guide us through their journey in big data and the evolution of data architecture in the past 30 years. They discuss some of the biggest changes in industry they’ve seen, as well as trends to look forward to in the coming...

Published 02/18/21

Data Brew Episode 5: Combining Machine Learning and MLflow with your Lakehouse

Ellissa Verseput, ML Engineer at Quby, joins Denny and Brooke to discuss how Quby leverages ML to extract additional value from their data lake and how they manage this process.See more at databricks.com/data-brew

Published 01/06/21

Data Brew Episode 4: BI on Data Lakes - Making it Real for Retail

In this session, we discuss the lessons learned with Lara Minor, Senior Enterprise Data Manager at Columbia Sportswear, on how her team achieved a 70% reduction in pipeline creation time. This had reduced ETL workload times from four hours with previous...

Published 12/22/20

Data Brew Episode 3: Demystifying Delta Lake

Delta Lake is an open source storage layer that brings reliability to data lakes. Delta Lake offers ACID transactions, scalable metadata handling, and unifies streaming and batch data processing. It runs on top of your existing data lake and is fully...

Published 12/06/20

Data Brew Episode 2: Welcome to lakehouse

Legacy approaches have failed to deliver on the promise of a single data architecture that can support every downstream use case from BI to AI. Lakehouse aspires to address this by combining the best of data warehouses and data lakes. Ali Ghodsi,...

Published 11/12/20

Data Brew Episode 1: From data warehousing to data lakes in 40 minutes

In our inaugural episode, we’d like to welcome data warehouse luminaries Barry Devlin, Susan O’Connell, and Donald Farmer to discuss the evolution of data warehouses, data lakes, and lakehouses.See more at databricks.com/data-brew

Published 10/28/20