Optimizing Python for Production Data Science: Cython, Polars, Vectorization, and When to Drop to C
A practical guide to optimizing Python for production data science workloads, covering Cython, Polars/DuckDB, vectorization strategies, profiling techniques, and the decision framework for when to drop from Python to C.
• Aryanto, M.Si