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The Secret Sauce of Data Science Management - Shir Meir Lador
Manage episode 359511456 series 2831626
内容由DataTalks.Club提供。所有播客内容(包括剧集、图形和播客描述)均由 DataTalks.Club 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。
We talked about:
- Shir’s background
- Debrief culture
- The responsibilities of a group manager
- Defining the success of a DS manager
- The three pillars of data science management
- Managing up
- Managing down
- Managing across
- Managing data science teams vs business teams
- Scrum teams, brainstorming, and sprints
- The most important skills and strategies for DS and ML managers
- Making sure proof of concepts get into production
Links:
- The secret sauce of data science management: https://www.youtube.com/watch?v=tbBfVHIh-38
- Lessons learned leading AI teams: https://blogs.intuit.com/2020/06/23/lessons-learned-leading-ai-teams/
- How to avoid conflicts and delays in the AI development process (Part I): https://blogs.intuit.com/2020/12/08/how-to-avoid-conflicts-and-delays-in-the-ai-development-process-part-i/
- How to avoid conflicts and delays in the AI development process (Part II): https://blogs.intuit.com/2021/01/06/how-to-avoid-conflicts-and-delays-in-the-ai-development-process-part-ii/
- Leading AI teams deck: https://drive.google.com/drive/folders/1_CnqjugtsEbkIyOUKFHe48BeRttX0uJG
- Leading AI teams video: https://www.youtube.com/watch?app=desktop&v=tbBfVHIh-38
Free data engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
167集单集
Manage episode 359511456 series 2831626
内容由DataTalks.Club提供。所有播客内容(包括剧集、图形和播客描述)均由 DataTalks.Club 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。
We talked about:
- Shir’s background
- Debrief culture
- The responsibilities of a group manager
- Defining the success of a DS manager
- The three pillars of data science management
- Managing up
- Managing down
- Managing across
- Managing data science teams vs business teams
- Scrum teams, brainstorming, and sprints
- The most important skills and strategies for DS and ML managers
- Making sure proof of concepts get into production
Links:
- The secret sauce of data science management: https://www.youtube.com/watch?v=tbBfVHIh-38
- Lessons learned leading AI teams: https://blogs.intuit.com/2020/06/23/lessons-learned-leading-ai-teams/
- How to avoid conflicts and delays in the AI development process (Part I): https://blogs.intuit.com/2020/12/08/how-to-avoid-conflicts-and-delays-in-the-ai-development-process-part-i/
- How to avoid conflicts and delays in the AI development process (Part II): https://blogs.intuit.com/2021/01/06/how-to-avoid-conflicts-and-delays-in-the-ai-development-process-part-ii/
- Leading AI teams deck: https://drive.google.com/drive/folders/1_CnqjugtsEbkIyOUKFHe48BeRttX0uJG
- Leading AI teams video: https://www.youtube.com/watch?app=desktop&v=tbBfVHIh-38
Free data engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
167集单集
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