Data Brew Season 2 Episode 2: Data Ethics

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 i...

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Episoder(44)

Data Brew Season 2 Episode 6: AutoML

Data Brew Season 2 Episode 6: AutoML

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, produc...

17 Jun 202135min

Data Brew Season 2 Episode 5: ML Applications

Data Brew Season 2 Episode 5: ML Applications

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, produc...

10 Jun 202132min

Data Brew Season 2 Episode 4: Hyperparameter and Neural Architecture Search

Data Brew Season 2 Episode 4: Hyperparameter and Neural Architecture Search

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, produc...

13 Mai 202133min

Data Brew Season 2 Episode 3: Infrastructure for ML

Data Brew Season 2 Episode 3: Infrastructure for ML

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, produc...

5 Mai 202130min

Data Brew Season 2 Episode 1: ML in Production

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 in...

22 Apr 202130min

Data Brew Season 1 Episode 6: Journey of Big Data

Data Brew Season 1 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,...

18 Feb 202140min

Data Brew Season 1 Episode 5: Combining Machine Learning and MLflow with your Lakehouse

Data Brew Season 1 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 databrick...

6 Jan 202136min

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