Numerical Methods with Python : : for the Sciences / / 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 re...

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Superior document:Title is part of eBook package: De Gruyter DG Plus DeG Package 2023 Part 1
VerfasserIn:
Place / Publishing House:Berlin ;, Boston : : De Gruyter, , [2023]
©2023
سنة النشر:2023
اللغة:English
سلاسل:De Gruyter Textbook
الوصول للمادة أونلاين:
وصف مادي:1 online resource (X, 316 p.)
الوسوم: إضافة وسم
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الوصف
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
الملخص: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.
التنسيق:Mode of access: Internet via World Wide Web.
ردمك:9783110776645
9783111175782
9783111319292
9783111318912
9783111319124
9783111318165
DOI:10.1515/9783110776645
وصول:restricted access
Hierarchical level:Monograph
Statement of Responsibility: William Miles.