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A PRACTITIONER’S COURSE · INTERMEDIATE LEVEL

Modern
Business
Analytics

From data and models to decisions —
seven chapters on the working analyst’s toolkit, from pandas to alpha.

\[ \widehat{\boldsymbol\beta} \;=\; (\mathbf{X}^{\!\top}\!\mathbf{X})^{-1}\,\mathbf{X}^{\!\top}\!\mathbf{y}, \qquad \mathrm{IR} \;\approx\; \mathrm{IC}\sqrt{\mathrm{BR}}. \]

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Xuhu Wan

Professor of Finance · HKUST Business School

Spring 2026 Edition · Pyodide-powered live code

 

Prof. Xuhu Wan · HKUST ISOM · Modern Business Analytics