Grokking Data Structures (MEAP V06)

English | 2024 | ISBN: 9781633436992 | 299 pages | PDF,EPUB | 75.61 MB

Dont be perplexed by data structures! This fun, friendly, and fully-illustrated guide makes it easy to learn useful data structures youll put to work every day.

Data structures are vital for shaping and handling all of the data an organization processesthats why they show up in so many IT interviews! But you dont need to be a math expert to understand data structures. This book will prove it. Youll discover the most common and most useful day-to-day data structures through fun examples, engaging industry stories, and hundreds of illustrations.

In Grokking Data Structures youll learn how to
Understand the most important and widely used data structures
Identify use cases where data structures make the biggest difference
Implement basic data collections like arrays, linked lists, stacks, and priority queues
Speed up your searches using hash tables and hashing functions (while understanding their risks!)
Use trees and binary search trees (BSTs) to organize data
Use graphs to model and learn about complex data
Reason about time and memory requirements of operations on data structures
Pick the best data structure solution for a coding challenge
Understand the tradeoffs of data structures and avoid catastrophes
Write better code with the power of data structures

Grokking Data Structures carefully guides you from the most basic data structures like arrays or linked lists all the way to powerful structures like graphs. Its perfect for beginnersand you wont need anything more than high school math to get started. Each data structure you encounter comes with its own complete Python implementation so you can start experimenting with what you learn right away.

about the book
Grokking Data Structures makes it a breeze to learn even complex data structures. Youll follow a steady learning path from absolute basics to advanced concepts, with fun cartoons and stories to make sure every structure sticks! Real-world examples show you how data structures are used in industrysuch as making your searches faster with sorted arrays and binary search, handling your tasks list with a queue, and exploring multiple methods to handle triage in an emergency room. By the time youve finished reading, youll be able to spot when a data structure would help your code and know the perfect solution for the problem!