Interactive, compact textbook with links to interesting contributions. Introduces algorithmic-numerical thinking using the linear algebra to students of mathematics from the second semester onwards. Offers a focused introduction to error analysis and perturbation theory. Includes complete programs and numeric examples in MATLAB and Julia.