Data skills nobody taught you | Saturdata
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Your SQL is great. But can you actually ship? Sam and Shifra kick off Season 1 (since Saturdata is zero-indexed) by covering the unsung skills that separate someone who writes queries from someone who builds things: terminal literacy, dependency management, Git, notebooks, and why UV might be Python's best friend right now. Plus, a deep dive into Marimo, the notebook tool that fixes everything you hate about Jupyter.
🌊 Check out the deep dive here: https://youtu.be/SWcLulIhVkg
We talk about:
- Terminal basics and why middle-school-level literacy is all you need
- Virtual environments, dependency conflicts, and why UV is the move
- Git fundamentals: staging, committing, and why humans still need to be in the loop
- What's wrong with Jupyter notebooks (and who's fault it is)
- Marimo: reactive notebooks, SQL cells, and dashboards all in one
Chapters:
0:00 - Welcome back (and why season two is called season one)
0:47 - Auxiliary data skills: the glue holding everything together
2:08 - How this season works: yap episodes + deep dives
4:01 - What auxiliary skills actually are (bash, docker, makefiles, oh my)
5:43 - Terminal literacy: your middle school diploma starts here
10:12 - Finding your terminal on Mac, Windows, and the WSL escape hatch
11:52 - Essential commands every data person should know
15:46 - Notebooks: an educational tool that accidentally went to production
19:55 - The biggest problems with traditional Jupyter notebooks
23:37 - Virtual environments and dependency conflicts, explained
26:30 - UV: the one tool to rule them all
30:24 - Git: version control, branching, and why humans still need to be in the loop
38:15 - Marimo: the next-generation notebook that fixes everything
47:28 - Closing thoughts