Data Structures and Algorithms with Python

Nonfiction, Computers, Advanced Computing, Programming, Data Modeling & Design, Programming Languages, General Computing
Cover of the book Data Structures and Algorithms with Python by Kent D. Lee, Steve Hubbard, Springer International Publishing
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Author: Kent D. Lee, Steve Hubbard ISBN: 9783319130729
Publisher: Springer International Publishing Publication: January 12, 2015
Imprint: Springer Language: English
Author: Kent D. Lee, Steve Hubbard
ISBN: 9783319130729
Publisher: Springer International Publishing
Publication: January 12, 2015
Imprint: Springer
Language: English

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 examples that bring meaning to the problems faced by computer programmers. The idea of computational complexity is also introduced, demonstrating what can and cannot be computed efficiently so that the programmer can make informed judgements about the algorithms they use. Features: includes both introductory and advanced data structures and algorithms topics, with suggested chapter sequences for those respective courses provided in the preface; provides learning goals, review questions and programming exercises in each chapter, as well as numerous illustrative examples; offers downloadable programs and supplementary files at an associated website, with instructor materials available from the author; presents a primer on Python for those from a different language background.

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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 examples that bring meaning to the problems faced by computer programmers. The idea of computational complexity is also introduced, demonstrating what can and cannot be computed efficiently so that the programmer can make informed judgements about the algorithms they use. Features: includes both introductory and advanced data structures and algorithms topics, with suggested chapter sequences for those respective courses provided in the preface; provides learning goals, review questions and programming exercises in each chapter, as well as numerous illustrative examples; offers downloadable programs and supplementary files at an associated website, with instructor materials available from the author; presents a primer on Python for those from a different language background.

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