UW-Madison Prof Releases Open Textbook: Mathematical Methods in Data Science with Python
FrnkNlsn · x · 2026-08-19
Professor Sebastien Roch from UW-Madison has released an open-source textbook titled 'Mathematical Methods in Data Science.' Designed for students in math and quantitative fields, it provides a rigorous mathematical perspective on data science and AI. The book covers multivariable calculus, linear algebra, and probability, illustrated with Python code via Jupyter Notebooks, serving as a mathematical companion to ML and AI courses.
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