Fault Diagnosis of Machines
A non-technical introduction to data-driven fault diagnosis.
Revisiting Systems of Linear Equations
Systems of linear equations and their relation to resulting matrix rank.
Principal Component Analysis - Part III
Reproducing results of a popular paper on Principal Components in Python and R.
Principal Component Analysis - Part II
Computing Principal Components from scratch in Python, R, and MATLAB.
Principal Component Analysis - Part I
An introduction to the theory of Principal Components.