Ashford D Python For Algorithms And Data Structures 2024

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Ashford D Python For Algorithms And Data Structures 2024 | 4.88 MB

Title: Python For Algorithms And Data Structures : Unlocking The Power Of Python For Data Organization And Efficient Algorithm Design In Programming Challenges
Author: Ashford, Declan



Description:
As an experienced JavaScript developer moving to server-side programming, you need to implement classic data structures and algorithms associated with conventional object-oriented languages like C# and Java. This practical guide shows you how to work hands-on with a variety of storage mechanisms-including linked lists, stacks, queues, and graphs-within the constraints of the JavaScript environment.Determine which data structures and algorithms are most appropriate for the problems you...re trying to solve, and understand the tradeoffs when using them in a JavaScript program. An overview of the JavaScript features used throughout the book is also included.This book covers:Arrays and lists: the most common data structuresStacks and queues: more complex list-like data structuresLinked lists: how they overcome the shortcomings of arraysDictionaries: storing data as key-value pairsHashing: good for quick insertion and retrievalSets: useful for storing unique elements that appear only onceBinary Trees: storing data in a hierarchical mannerGraphs and graph algorithms: ideal for modeling networksAlgorithms: including those that help you sort or search dataAdvanced algorithms: dynamic programming and greedy algorithms

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