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This accessible and entertaining book provides an in-depth introduction to computational thinking through the lens of data structures — a critical component in any programming endeavor. You’ll learn how to work with more than 15 key data structures, from stacks, queues, and caches to bloom filters, skip lists, and graphs. You’ll also master linked lists by virtually standing in line at a cafe, hash tables by cataloging the history of the summer Olympics, and Quadtrees by neatly organizing your kitchen cabinets, all while becoming familiar with basic computer science concepts, like recursion and running time analysis.
This accessible and entertaining book provides an in-depth introduction to computational thinking through the lens of data structures — a critical component in any programming endeavor. You’ll learn how to work with more than 15 key data structures, from stacks, queues, and caches to bloom filters, skip lists, and graphs. You’ll also master linked lists by virtually standing in line at a cafe, hash tables by cataloging the history of the summer Olympics, and Quadtrees by neatly organizing your kitchen cabinets, all while becoming familiar with basic computer science concepts, like recursion and running time analysis.
Chapter 1: Information in Memory
Chapter 2: Binary Search
Chapter 3: Dynamic Data Structures
Chapter 4: Stacks and Queues
Chapter 5: Binary Search Trees
Chapter 6: Tries and Adapting Data Structures
Chapter 7: Priority Queues and Heaps
Chapter 8: Grids
Chapter 9: Spatial Trees
Chapter 10: Hash Tables
Chapter 11: Caches
Chapter 12: B-Trees
Chapter 13: Bloom Filters
Chapter 14: Skip Lists
Chapter 15: Graphs
Conclusion
| Erscheinungsjahr: | 2022 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| ISBN-13: | 9781718502604 |
| ISBN-10: | 1718502605 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Kubica, Jeremy |
| Hersteller: |
Random House LLC US
No Starch Press |
| Maße: | 227 x 177 x 22 mm |
| Von/Mit: | Jeremy Kubica |
| Erscheinungsdatum: | 08.11.2022 |
| Gewicht: | 0,602 kg |
Chapter 1: Information in Memory
Chapter 2: Binary Search
Chapter 3: Dynamic Data Structures
Chapter 4: Stacks and Queues
Chapter 5: Binary Search Trees
Chapter 6: Tries and Adapting Data Structures
Chapter 7: Priority Queues and Heaps
Chapter 8: Grids
Chapter 9: Spatial Trees
Chapter 10: Hash Tables
Chapter 11: Caches
Chapter 12: B-Trees
Chapter 13: Bloom Filters
Chapter 14: Skip Lists
Chapter 15: Graphs
Conclusion
| Erscheinungsjahr: | 2022 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| ISBN-13: | 9781718502604 |
| ISBN-10: | 1718502605 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Kubica, Jeremy |
| Hersteller: |
Random House LLC US
No Starch Press |
| Maße: | 227 x 177 x 22 mm |
| Von/Mit: | Jeremy Kubica |
| Erscheinungsdatum: | 08.11.2022 |
| Gewicht: | 0,602 kg |
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