Women in Data Science Puget Sound 2023 · May 2023

How to Write Good Data Science Code

Data scientists write a lot of code, but most of us didn't start as software engineers. Covers software engineering principles — efficiency, readability, modularity, simplicity, and robustness — and how to apply them to data science work, illustrated with examples from pandas, NumPy, and scikit-learn.