Data Structures and Algorithms with Python

Name: Data Structures and Algorithms with Python
Brand: Springer, Berlin
SKU: 9783031422089
Price: 1231 CZK
Availability: InStock

Autor: Kent D. Lee, Steve Hubbard

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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This textbook explains the concepts and techniques required to write programs that can handle large...

Informace o knize

Autor

Kent D. Lee, Steve Hubbard

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2024

Stránek

375

EAN

9783031422089

Enbook ID

43830100

Vydavatel

Springer, Berlin

Hmotnost

703

Rozměry

155 x 235

Kompletní popis

This textbook explains the concepts and techniques required to write programs that can handle large amounts of data efficiently. Project-oriented and classroom-tested, the book presents a number of important algorithms-supported by motivating examples-that bring meaning to the problems faced by computer programmers. The idea of computational complexity is introduced, demonstrating what can and cannot be computed efficiently at scale, helping programmers make informed judgements about the algorithms they use. The easy-to-read text assumes some basic experience in computer programming and familiarity in an object-oriented language, but not necessarily with Python.Topics and features:Includes introductory and advanced data structures and algorithms topics, with suggested chapter sequences for those respective coursesProvides learning goals, review questions, and programming exercises in each chapter, as well as numerous examplesPresents a primer on Python for those coming from a different language backgroundAdds a new chapter on multiprocessing with Python using the DragonHPC multinode implementation of multiprocessing (includes a tutorial)Reviews the use of hashing in sets and maps, and examines binary search trees, tree traversals, and select graph algorithmsDiscusses such advanced topics as membership structures, heaps, balanced binary search trees, B-trees and heuristic searchOffers downloadable programs and supplementary files at an associated website to help studentsStudents of computer science will find this clear and concise textbook invaluable for undergraduate courses on data structures and algorithms, at both introductory and advanced levels. The book is also suitable as a refresher guide for computer programmers starting new jobs working with Python.

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