Solving linear systems with Gaussian elimination
Forward elimination, back substitution, and a NumPy implementation you can run — the linear algebra sitting underneath linear regression and PCA.
Writing on machine learning, backend systems, and the maths underneath.
Everything I’ve thought hard enough about to write down, collected in chronological order.