DataTalks.Club

From Data Science to DataOps - Tomasz Hinc

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We talked about:

  • Tomasz’s background
  • What Tomasz did before DataOps (Data Science)
  • Why Tomasz made the transition from Data science to DataOps
  • What is DataOps?
  • How is DataOps related to infrastructure?
  • How Tomasz learned the skills necessary to become DataOps
  • Becoming comfortable with terminal
  • The overlap between DataOps and Data Engineering
  • Suitable/useful skills for DataOps
  • Minimal operational skills for DataOps
  • Similarities between DataOps and Data Science Managers
  • Tomasz’s interesting projects
  • Confidence in results and avoiding going too deep with edge cases
  • Conclusion


    • Links:

    • Terminal setup video, 19 minutes long: https://www.youtube.com/watch?v=D2PSsnqgBiw
    • Command line videos, one and a half hour to become somewhat comfy with the terminal: https://www.youtube.com/playlist?list=PLIhvC56v63IKioClkSNDjW7iz-6TFvLwS
    • Course from MIT talking about just that (command line, git, storing secrets): https://missing.csail.mit.edu/


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

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