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. It's perfect for beginners, and you won't 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.
Foreword by Daniel Zingaro.
About the technology
Data structures are vital for shaping and handling your data organization. They're also an important part of most IT job interviews! Whether you're new to data structures or just dusting off what you learned in school, this book will get you up to speed fast with no advanced math, abstract theory, or complicated proofs.
About the book
Grokking Data Structures introduces common and useful data structures that every developer needs to know. Real-world examples show you how data structures are used in practice, from making your searches faster to handling triage in an emergency room. You'll love the fun cartoons, insightful stories, and useful Python code samples that make data structures come alive. And unlike jargon-laden academic texts, this book is easy-to-read and practical.
What's inside
About the reader
For readers who know the basics of Python. A perfect companion to Grokking Algorithms!
About the author
Marcello La Rocca is a research scientist and a full-stack engineer. He has contributed to large-scale web applications and machine learning infrastructure at Twitter, Microsoft, and Apple.
The technical editor on this book was Beau Carnes.
Table of Contents
1 Introducing data structures: Why you should learn about data structures
2 Static arrays: Building your first data structure
3 Sorted arrays: Searching faster, at a price
4 Big-O notation: A framework for measuring algorithm efficiency
5 Dynamic arrays: Handling dynamically sized datasets
6 Linked lists: A flexible dynamic collection
7 Abstract data types: Designing the simplest container—the bag
8 Stacks: Piling up data before processing it
9 Queues: Keeping information…
