Data Structures and Algorithms Essentials You Always Wanted to Know: Master Python, Recursion, Dynamic Programming, and Greedy Algorithms With Hands-O
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You've mastered the basics of Python- now it's time to think bigger.
It's time to write code that's not just correct, but smart, efficient, and built to scale. Data Structures and Algorithms Essentials You Always Wanted to Know helps you transition from Python basics to tackling complex problems with ease. It's your next step towards mastering the tools, patterns, and thinking needed to tackle real-world challenges-whether you're optimizing performance, preparing for interviews, or building smarter apps.
From core concepts like Big O notation, lists, stacks, and queues, to advanced structures like linked lists, trees, and graphs, this book guides you through each topic with crystal-clear explanations and Python-based examples. You'll also explore powerful strategies such as recursion, greedy algorithms, and dynamic programming, learning not just how they work-but when and why to use them.
This isn't a theory-heavy textbook. It's a practical guide, grounded in application. Each chapter includes hands-on coding tasks, quizzes, case studies, and real-world scenarios-like managing team rosters, analyzing social networks, or checking for palindromes-to help you apply what you learn in meaningful ways.
You'll learn how to:
Peters, Shawn: - Shawn Peters, with a B.Sc. in Physics and Mathematics, is an educator with nearly 20 years of teaching experience. He is a certified Python Programming teacher, and also specializes in Java, JavaScript, and p5.js. Peters combines his expertise in education with his passion for coding to create a learning experience that is both practical and engaging.
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