56 min listen
From Data Science to DataOps - Tomasz Hinc
FromDataTalks.Club
ratings:
Length:
51 minutes
Released:
Oct 21, 2022
Format:
Podcast episode
Description
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
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
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
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
Released:
Oct 21, 2022
Format:
Podcast episode
Titles in the series (100)
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