Data Structures and Algorithms with Python

Name: Data Structures and Algorithms with Python
Brand: Springer, Berlin
SKU: 9783031422089
Price: 53.87 EUR
Availability: InStock

Autor: Kent D. Lee, Steve Hubbard

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

Odosielame za 8-11 dní

53.87 €

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

Informácie o knihe

Autor

Kent D. Lee, Steve Hubbard

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2024

Stránok

375

EAN

9783031422089

Enbook ID

43830100

Vydavateľ

Springer, Berlin

Hmotnosť

703

Rozmery

155 x 235

Kompletný 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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