The Resource Data structures and algorithms with Python, Kent D. Lee, Steve Hubbard

Data structures and algorithms with Python, Kent D. Lee, Steve Hubbard

Label
Data structures and algorithms with Python
Title
Data structures and algorithms with Python
Statement of responsibility
Kent D. Lee, Steve Hubbard
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
This clearly structured and easy to read 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 also introduced, demonstrating what can and cannot be computed efficiently so that the programmer can make informed judgements about the algorithms they use. The text assumes some basic experience in computer programming and familiarity in an object-oriented language, but not necessarily with Python. Topics and 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 coming from a different language background Reviews the use of hashing in sets and maps, along with an examination of binary search trees and tree traversals, and material on depth first search of graphs Discusses topics suitable for an advanced course, such as membership structures, heaps, balanced binary search trees, B-trees and heuristic search Students of computer science will find this clear and concise textbook to be 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
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Lee, Kent D.
Dewey number
005.7/3
Illustrations
illustrations
Index
index present
Language note
English
LC call number
QA76.9.D35
LC item number
L44 2015eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Hubbard, Steve
Series statement
Undergraduate topics in computer science,
http://library.link/vocab/subjectName
  • Data structures (Computer science)
  • Python (Computer program language)
  • Computer algorithms
  • Computer algorithms
  • Data structures (Computer science)
  • Python (Computer program language)
  • Engineering & Applied Sciences
  • Computer Science
  • Computer Science
  • Data Structures
  • Algorithm Analysis and Problem Complexity
  • Programming Techniques
  • Algorithms & data structures
  • Computer programming / software development
  • Computers
  • Computers
  • Computers
Label
Data structures and algorithms with Python, Kent D. Lee, Steve Hubbard
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-13072-9
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Python Programming 101 -- Computational Complexity -- Recursion -- Sequences -- Sets and Maps -- Trees -- Graphs -- Membership Structures -- Heaps -- Balanced Binary Search Trees -- B-Trees -- Heuristic Search -- Appendix A: Integer Operators -- Appendix B: Float Operators -- Appendix C: String Operators and Methods -- Appendix D: List Operators and Methods -- Appendix E: Dictionary Operators and Methods -- Appendix F: Turtle Methods -- Appendix G: TurtleScreen Methods -- Appendix H: Complete Programs
Dimensions
unknown
Extent
1 online resource (xv, 363 pages)
File format
unknown
Form of item
online
Isbn
9783319130712
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-13072-9
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)902632472
  • (OCoLC)ocn902632472
Label
Data structures and algorithms with Python, Kent D. Lee, Steve Hubbard
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-13072-9
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Python Programming 101 -- Computational Complexity -- Recursion -- Sequences -- Sets and Maps -- Trees -- Graphs -- Membership Structures -- Heaps -- Balanced Binary Search Trees -- B-Trees -- Heuristic Search -- Appendix A: Integer Operators -- Appendix B: Float Operators -- Appendix C: String Operators and Methods -- Appendix D: List Operators and Methods -- Appendix E: Dictionary Operators and Methods -- Appendix F: Turtle Methods -- Appendix G: TurtleScreen Methods -- Appendix H: Complete Programs
Dimensions
unknown
Extent
1 online resource (xv, 363 pages)
File format
unknown
Form of item
online
Isbn
9783319130712
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-13072-9
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)902632472
  • (OCoLC)ocn902632472

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