Data Structures and Algorithms with Python (Record no. 87361)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04538nam a22006255i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-42209-6 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730171027.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240124s2024 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031422096 |
| -- | 978-3-031-42209-6 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 005.73 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 003.54 |
| 100 1# - AUTHOR NAME | |
| Author | Lee, Kent D. |
| 245 10 - TITLE STATEMENT | |
| Title | Data Structures and Algorithms with Python |
| Sub Title | With an Introduction to Multiprocessing / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XVI, 398 p. 156 illus., 144 illus. in color. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Undergraduate Topics in Computer Science, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | 1. Python Programming 101 -- 2. Computational Complexity -- 3. Recursion -- 4. Sequences -- 5. Sets and Maps -- 6. Trees -- 7. Graphs -- 8. Membership Structures -- 9. Heaps -- 10. Balanced Binary Search Trees -- 11. B-Trees -- 12. Heuristic Search. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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 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. Dr. Kent D. Lee is a Professor Emeritus of Computer Science at Luther College, Decorah, Iowa, USA. He is the author of the successful Springer books, Python Programming Fundamentals, and Foundations of Programming Languages. Dr. Steve Hubbard is a Professor Emeritus of Mathematics and Computer Science at Luther College. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Hubbard, Steve. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-42209-6 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2024. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
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| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
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| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Data structures (Computer science). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Information theory. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Algorithms. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Python (Computer program language). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer programming. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Data Structures and Information Theory. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Algorithms. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Python. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Programming Techniques. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 2197-1781 |
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