EEF 311E - Numerical Analysis with Python

Course Objectives

The objective of this course is to enable students to learn the language, logic, and mathematics of numerical methods used in engineering and science. Additionally, the course aims to teach how to apply numerical methods in solving broad-ranging problems encountered in science, industry, and society, as well as to demonstrate how to practically implement numerical methods using Python programming techniques.

Course Description

This course aims to provide students with fundamental Python programming skills. It introduces numerical methods and explains their applications, particularly in engineering. Topics covered include solutions to linear and nonlinear systems of equations, approximation methods, interpolation, linear regression, root-finding, numerical differentiation and integration, and initial value problems. The course also focuses on applying these numerical methods using Python programming techniques.