Sadat’s backgroundSadat’s backend engineering experienceSadat’s pivot point as a backend engineerSadat’s exposure to ML and Data ScienceSadat’s Act Before you Think approach (with safety nets)Sadat’s street cred and transition into managementThe hiring process as an internal candidateThe importance of people management skillsThe Brag ListThe most difficult part of transitioning to managementFocusing on projects and setting milestonesSadat’s transition from EM to data science managementHow much domain knowledge is needed for management?The main difference between engineering and managementHow being an EM helped Sadat transition no DS management53:32 Transitioning to DS management from other rolesHow to feel accomplished as a managerSadat’s book recommendationsSadat’s meetupsSadat's Meetup page: https://www.meetup.com/berlin-search-technology-meetup/Meetup event "Bias in AI: how to measure it and how to fix it event": https://www.meetup.com/data-driven-ai-berlin-meetup/events/289927565/
ML Zoomcamp: https://github.com/alexeygrigorev/mlbookcamp-code/tree/master/course-zoomcamp
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