EEF 311E - Numerical Analysis with Python

Course Objectives

1. An introduction to the language, logic, and math of numerical methods as used in engineering and the sciences,
2. An opportunity to learn how numerical analyses can be applied to a wide range of problems of importance in the sciences, industry, and society,
3. To teach how to apply numerical methods in practice using Python programming techniques

Course Description

Introductory level Python programming. Description of Numerical Methods and application of them particularly in engineering. Numerical methods for the solution of systems (lineer and nonlinear), approximation methods, interpolation, linear regression, root finding, numerical differentiation and integration, initial value problems. Application of numerical methods using Python programming techniques.