Miles W. Numerical Methods with Python. For the Sciences 2023

Textbook in PDF format

Introduces students to appropriate use of computer programming within the scientific disciplines using Python. Discusses several common applications of programming and implementation using real world examples and hands on programming exercises. Students learn how to model situations such as image recognition, medical diagnosis, spread of disease, and others.
Acknowledgment.
Introduction.
The basic operations in Python.
Functions.
Matrices, vectors, and linear systems,
Iteration.
Statistics.
Regression.
A Python code.
B Solutions.
Index.
Index of Python Commands