Enterprise AI: Research to Product | Data Brew | Episode 43

Enterprise AI: Research to Product | Data Brew | Episode 43

In this episode, Dipendra Kumar, Staff Research Scientist, and Alnur Ali, Staff Software Engineer at Databricks, discuss the challenges of applying AI in enterprise environments and the tools being developed to bridge the gap between research and real-world deployment. Highlights include: - The challenges of real-world AI—messy data, security, and scalability. - Why enterprises need high-accuracy, fine-tuned models over generic AI APIs. - How QuickFix learns from user edits to improve AI-dri...

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Data Brew Season 3 Episode 5: Sustainability & Sake

Data Brew Season 3 Episode 5: Sustainability & Sake

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Data Brew Season 3 Episode 4: Executive Education

Data Brew Season 3 Episode 4: Executive Education

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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 ...

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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 ...

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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 ...

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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...

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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...

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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...

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