DataTalks.Club

Building Data Science Practice - Andrey Shtylenko

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We talked about:

  • Audience Poll
  • Andrey’s background
  • What data science practice is
  • Best DS practice in a traditional company vs IT-centric companies
  • Getting started with building data science practice (finding out who you report to)
  • Who the initiative comes from
  • Finding out what kind of problems you will be solving (Centralized approach)
  • Moving to a semi-decentralized approach
  • Resources to learn about data science practice
  • Pivoting from the role of a software engineer to data scientist
  • The most impactful realization from data science practice
  • Advice for individual growth
  • Finding Andrey online


    • Links: 

    • Data Teams book: https://www.amazon.com/Data-Teams-Management-Successful-Data-Focused/dp/1484262271/


      • ML Zoomcamp: https://github.com/alexeygrigorev/mlbookcamp-code/tree/master/course-zoomcamp

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