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

• Superior document: Title is part of eBook package: De Gruyter DG Plus DeG Package 2023 Part 1
• VerfasserIn: Miles, William,
• Place / Publishing House: Berlin ;, Boston : : De Gruyter, , [2023]; ©2023
• Year of Publication: 2023
• Language: English
• Series: De Gruyter Textbook
• Physical Description: 1 online resource (X, 316 p.)
• Other title: 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
• Format: Mode of access: Internet via World Wide Web.
• ISBN: 9783110776645; 9783111175782; 9783111319292; 9783111318912; 9783111319124; 9783111318165
• DOI: 10.1515/9783110776645
• Access: restricted access
• Hierarchical level: Monograph
• Statement of Responsibility: William Miles.

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.