The book is based on "First Semester in Numerical Analysis with Julia", written by Giray Ökten. The contents of the original book are retained, while all the algorithms are implemented in Python (Version 3.8.0).

It introduces students to Numerical Methods using Python for the implementation of the algorithms. Discusses several common applications of Numerical Analysis and implementation using real world examples and hands on programming exercises.