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The Secret Sauce of Data Science Management - Shir Meir Lador
MP3•Laman utama episod
Manage episode 359511456 series 2831626
Kandungan disediakan oleh DataTalks.Club. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh DataTalks.Club atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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
163 episod
MP3•Laman utama episod
Manage episode 359511456 series 2831626
Kandungan disediakan oleh DataTalks.Club. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh DataTalks.Club atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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
163 episod
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