The Gram-Schmidt process and the QR factorisation
Turning any basis into an orthonormal one by subtracting projections, why the span is unchanged at every stage, the factorisation $A = QR$ that records the coefficients, and why the classical process is fragile in floating point.
About 25 minutes7 activities Paper packet