topic · Computer Science

Data Science with Python — Pandas / NumPy / Visualization / ML Intro

Computer Science skills for the College Student (CS) career path. Filter, model, and reason about the real data this role works with every day.

College College priority 1 Sandbox & Project Sandbox & Interactive Quiz
What you'll learn

Computer Science skills for the College Student (CS)

this lesson focuses on the practical Computer Science toolkit a working College Student (CS) reaches for on the job.

csdata-sciencepythonpandasnumpyscikit-learnmatplotlibcollege
Sandbox preview

Try the first query

-- Computer Science — your first interaction
SELECT example, value
FROM computer-science_dataset
WHERE priority = '1'
  AND career = 'College Student (CS)';

preview · Sprint-2 will replace this with a live runner
Next up in this path

SQL for Data Analysis

Once this topic clicks, the recommended next step keeps the learning streak going on adjacent skills in the same career path.

continue path →
Build status

Sprint-1 stub

This is the Sprint-1 stub for ai.careerplane.k12.college.computer-science.data-science-python. The fully-generated topic page (sandbox + quiz + AI hints + interactive tooling) lands in Sprint-2 at static/content/k12-education/College Student (CS)/Computer Science/Data Science with Python — Pandas / NumPy / Visualization / ML Intro/index.html (per arch/memo.md → D-2026-04-22-13). The //go:embed all:static directive auto-serves it on the next container rebuild — no server-code change needed.

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