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 infrastructure for ML, hyperparameter tuning, AutoML, and many more. In the season opener, Matei Zaharia discusses how he entered the field of ML, best practices for productionizing ML pipelines, leveraging MLflow & the Lakehouse architecture for reproducible ML, and his current research in th...

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Jaksot(44)

Data Brew Season 3 Episode 5: Sustainability & Sake

Data Brew Season 3 Episode 5: Sustainability & Sake

For our third season, we focus on how leaders use data for change. Whether it’s building data teams or using data as a constructive catalyst, we interview subject matter experts from industry to dive ...

14 Loka 202132min

Data Brew Season 3 Episode 4: Executive Education

Data Brew Season 3 Episode 4: Executive Education

For our third season, we focus on how leaders use data for change. Whether it’s building data teams or using data as a constructive catalyst, we interview subject matter experts from industry to dive ...

7 Loka 202138min

Data Brew Season 3 Episode 3: 3 T’s to Securing AI Systems: Tests, tests, and more tests

Data Brew Season 3 Episode 3: 3 T’s to Securing AI Systems: Tests, tests, and more tests

For our third season, we focus on how leaders use data for change. Whether it’s building data teams or using data as a constructive catalyst, we interview subject matter experts from industry to dive ...

30 Syys 202135min

Data Brew Season 3 Episode 2: Data Culture Outside ‘The Valley’

Data Brew Season 3 Episode 2: Data Culture Outside ‘The Valley’

For our third season, we focus on how leaders use data for change. Whether it’s building data teams or using data as a constructive catalyst, we interview subject matter experts from industry to dive ...

23 Syys 202135min

Data Brew Season 3 Episode 1: Disrupt: Challenge your Business Assumptions

Data Brew Season 3 Episode 1: Disrupt: Challenge your Business Assumptions

For our third season, we focus on how leaders use data for change. Whether it’s building data teams or using data as a constructive catalyst, we interview subject matter experts from industry to dive ...

16 Syys 202129min

Data Brew Season 2 Episode 9: Data Driven Software

Data Brew Season 2 Episode 9: Data Driven Software

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...

21 Heinä 202131min

Data Brew Season 2 Episode 8: Feature Engineering

Data Brew Season 2 Episode 8: Feature Engineering

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...

9 Heinä 202131min

Data Brew Season 2 Episode 7: Interpretable Machine Learning

Data Brew Season 2 Episode 7: Interpretable Machine Learning

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...

1 Heinä 202137min

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