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Basics of programming and algorithms, principles and applications

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Basics of programming and algorithms, principles and applications/ by Roberto Mantaci, Jean-Baptiste Yunès.
作者:	Mantaci, Roberto.
其他作者:	Yunès, Jean-Baptiste.
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xvii, 362 p. :ill., digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Algorithms. -
電子資源:	https://doi.org/10.1007/978-3-031-59801-2
ISBN:	9783031598012

Basics of programming and algorithms, principles and applications
Mantaci, Roberto.

Basics of programming and algorithms, principles and applications[electronic resource] /by Roberto Mantaci, Jean-Baptiste Yunès. - Cham :Springer Nature Switzerland :2024. - xvii, 362 p. :ill., digital ;24 cm. - Compact textbooks in mathematics,2296-455X. - Compact textbooks in mathematics..

- Part I Python Programming -- Introduction -- First steps in Python -- Programs -- Functions and Recursion -- Data structures -- Drawings and more -- Part II Algorithms -- Algorithm performance -- Introduction to recursion -- The sorting problem -- More on recursion -- Trees as data structures -- Hashing.

This textbook offers an introduction to topics in algorithms and programming with python. It is originally intended for mathematical students not sufficiently aware about these computer science fields seeking a deeper understanding. It addresses fundamental questions on how to analyze the performance of an algorithm and equips readers with the skills to implement them using python. The textbook is organized in two parts. Part I introduces Python Programming offering a solid foundation to python essentials. Topics covered include first steps in python programming, programs, functions and recursion, data structures. Part II shifts focus to Algorithms and covers topics such as algorithm performance, recursion, the sorting problem, trees as data structures, etc. This book has its origins from several different courses given in the context of thematic schools to diverse audiences in different countries over the years. These countries include Cambodia, Kenya, and Madagascar.

ISBN: 9783031598012

Standard No.: 10.1007/978-3-031-59801-2doiSubjects--Topical Terms:

527865
Algorithms.

LC Class. No.: QA402.5

Dewey Class. No.: 519.7

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520 $a This textbook offers an introduction to topics in algorithms and programming with python. It is originally intended for mathematical students not sufficiently aware about these computer science fields seeking a deeper understanding. It addresses fundamental questions on how to analyze the performance of an algorithm and equips readers with the skills to implement them using python. The textbook is organized in two parts. Part I introduces Python Programming offering a solid foundation to python essentials. Topics covered include first steps in python programming, programs, functions and recursion, data structures. Part II shifts focus to Algorithms and covers topics such as algorithm performance, recursion, the sorting problem, trees as data structures, etc. This book has its origins from several different courses given in the context of thematic schools to diverse audiences in different countries over the years. These countries include Cambodia, Kenya, and Madagascar.
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