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Data Structures and Algorithms with Python (2nd ed. 2023)
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Data Structures and Algorithms with Python (2nd ed. 2023)
Series: Undergraduate Topics in Computer Science
Expected to ship within 12 - 19 working days
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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
courses Provides learning goals, review questions, and programming
exercises in each chapter, as well as numerous examples Presents a
primer on Python for those coming from a different language
background Adds 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 algorithms Discusses such advanced topics as
membership structures, heaps, balanced binary search trees, B-trees
and heuristic search Offers downloadable programs and
supplementary files at an associated website to help students
Students 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.
General
Imprint: |
Springer International Publishing AG
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Country of origin: |
Switzerland |
Series: |
Undergraduate Topics in Computer Science |
Release date: |
2024 |
First published: |
2023 |
Authors: |
Kent D Lee
• Steve Hubbard
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Dimensions: |
235 x 155mm (L x W) |
Pages: |
375 |
Edition: |
2nd ed. 2023 |
ISBN-13: |
978-3-03-142208-9 |
Categories: |
Books
Promotions
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LSN: |
3-03-142208-2 |
Barcode: |
9783031422089 |
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