Data Structures The Fun Way: An Amusing Adventure with Coffee-Filled Examples

Jeremy Kubica

304 pages, parution le 07/11/2022

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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 endeavour. You'll learn how to work with more than 15 key data structures, from arrays, stacks, and queues, to caches, bloom filters, skip lists, and graphs. You'll also master linked lists by virtually standing in line at a cafe, hash tables by cataloguing 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. Introduction
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
ConclusionJeremy Kubica is an engineer director specializing in artificial intelligence and machine learning. He received a Ph.D. in Robotics from Carnegie Mellon University and a BS in Computer Science from Cornell University. He spent his graduate school years creating algorithms to detect killer asteroids (actually stopping them was, of course, left as "future work"). He is the author of multiple books designed to introduce people to computer science, including Computational Fairy Tales and The CS Detective , as well as the Computational Fairy Tales Blog.

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	PAPIER
Éditeur(s)	No Starch Press
Auteur(s)	Jeremy Kubica
Parution	07/11/2022
Nb. de pages	304
EAN13	9781718502604

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Data Structures The Fun Way: An Amusing Adventure with Coffee-Filled Examples

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