This textbook presents a number of the most important numerical methods for finding eigenvalues and eigenvectors of matrices. The book addresses students and lecturers of mathematics and engineering who are interested in the fundamental ideas of modern numerical methods and want to learn how to apply and extend these ideas to solve new problems.