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The future of data science teams, integrating AI into data science workflows, building data apps for stakeholders - Barry McCardel - The Data Scientist Show #078

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Manage episode 396563759 series 3012777
内容由Daliana Liu提供。所有播客内容(包括剧集、图形和播客描述)均由 Daliana Liu 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

Barry McCardel is the cofounder and CEO of Hex(free trial: hex.tech/dsshow), a collaborative data workspace. Their customers include FiveTran, Notion, and Anthropic. We talked about what does the future of data team look like, how to tackle challenges of data team collaborations, and how to leverage AI in data science’s workflow. 60-day Free Trial: hex.tech/dsshow Barry’s LinkedIn: https://www.linkedin.com/in/barrymccardel (00:00:00) Introduction (00:01:25) Is AI replacing data scientists?

(00:06:08) Are data science teams getting smaller?

(00:09:54) What is Hex? (00:11:24) How to communicate with stakeholders

(00:24:29) Should data scientists be full stack?

(00:31:23) How data team measure ROI (00:33:35) Quantitative vs qualitative analysis (00:35:33) When you shouldn't use data? Data vs product intuition

(00:41:39) How to hire your first data team? (00:48:59) Is the modern data stack dead?

(00:53:55) GenAI in data science workflows

(00:59:03) Future of data scientist

(01:02:30) New features in Hex

  continue reading

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Artwork
icon分享
 
Manage episode 396563759 series 3012777
内容由Daliana Liu提供。所有播客内容(包括剧集、图形和播客描述)均由 Daliana Liu 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

Barry McCardel is the cofounder and CEO of Hex(free trial: hex.tech/dsshow), a collaborative data workspace. Their customers include FiveTran, Notion, and Anthropic. We talked about what does the future of data team look like, how to tackle challenges of data team collaborations, and how to leverage AI in data science’s workflow. 60-day Free Trial: hex.tech/dsshow Barry’s LinkedIn: https://www.linkedin.com/in/barrymccardel (00:00:00) Introduction (00:01:25) Is AI replacing data scientists?

(00:06:08) Are data science teams getting smaller?

(00:09:54) What is Hex? (00:11:24) How to communicate with stakeholders

(00:24:29) Should data scientists be full stack?

(00:31:23) How data team measure ROI (00:33:35) Quantitative vs qualitative analysis (00:35:33) When you shouldn't use data? Data vs product intuition

(00:41:39) How to hire your first data team? (00:48:59) Is the modern data stack dead?

(00:53:55) GenAI in data science workflows

(00:59:03) Future of data scientist

(01:02:30) New features in Hex

  continue reading

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