pandas Performance — vectorization, eval, categorical, arrow backend

Senior Professional priority 1 Sandbox & Simulation

This is the Sprint-1 stub for ai.careerplane.finance.hedge-fund-analyst.python.pandas-performance. The fully-generated topic page (sandbox + quiz + AI hints + interactive tooling) lands in Sprint-2 at

static/content/finance/Hedge Fund Analyst/Python/pandas Performance — vectorization, eval, categorical, arrow backend/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.

What this topic teaches

Python skills for the Hedge Fund Analyst career path.

pythonpandasperformancevectorizationarrowcategorical

You should already know

pandas — DataFrame Basics, Indexing, Merge, GroupBy, Reshape

Next up

NumPy — Array Broadcasting, ufuncs, Memory Layout (C vs F Order)

pandas Performance — vectorization, eval, categorical, arrow backend

What this topic teaches

You should already know

Next up

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