Data Brew Season 2 Episode 2: Data Ethics Data Brew By Databricks podcast

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Data Brew Season 2 Episode 2: Data Ethics

3+ y ago 25:47

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MP3•Episode hjem

Indhold leveret af Databricks. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Databricks eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

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

… continue reading

33 episoder

#Databricks #Data Analytics #Apache Spark #Delta Lake #Machine Learning #Data Engineering #Artificial Intelligence #Tech #Data Science #Science #Lifestyle #Podcasting Education

Artwork

Data Brew Season 2 Episode 2: Data Ethics

Data Brew by Databricks

68 subscribers

published 3+ y ago

Del

MP3•Episode hjem

Indhold leveret af Databricks. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Databricks eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

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

… continue reading

33 episoder

#Databricks #Data Analytics #Apache Spark #Delta Lake #Machine Learning #Data Engineering #Artificial Intelligence #Tech #Data Science #Science #Lifestyle #Podcasting Education

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