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

When a stakeholder asks a question in a meeting, data fluency means you already know the tables, the filters, and exactly where to look before they finish talking.

Shifra breaks down why this skill is the foundation of every great data analyst, from understanding cardinality to querying partitioned data efficiently.

Master this and people will see the confidence in your presence before you even pull up a single query. 🔍📊#reels #saturdata #data #dataanalyst #datafluency #analytics #bigdata