From Data Science to DataOps - Tomasz Hinc

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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