Numerical Methods with Python : For the Sciences / William Miles.

Format:

Book

Author/Creator:

Miles, William, 1883- author.

Series:

De Gruyter textbook.

De Gruyter Textbook Series

Language:

English

Subjects (All):

Python (Computer program language).

Science--Data processing.

Science.

Computer programming.

Physical Description:

1 online resource (X, 316 p.)

Edition:

First edition.

Place of Publication:

Berlin, Germany : Walter de Gruyter GmbH, [2023]

Language Note:

In English.

Summary:

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. The text could be used by students and lecturers for courses in Python, Numerical Methods, or as a first course in Data Science.

Contents:

Frontmatter

Acknowledgment

Contents

1 Introduction

2 The basic operations in Python

3 Functions

4 Matrices, vectors, and linear systems

5 Iteration

6 Statistics

7 Regression

A Python code

B Solutions

Index

Index of Python Commands

Notes:

Description based on print version record.

Includes index.

ISBN:

9783110776645

OCLC:

1371573371