Kickstart Modern Data Structures and Algorithms

Kirjailija
- Ms. Divyashree Mallarapu
Kustantaja
- Orange Education Pvt Ltd

Kieli: Englanti
Formaatti
Kategoria: Tietokirjallisuus

Build Strong Foundations for Confident Problem-Solving and Efficient Coding

Book Description

Kickstart Modern Data Structures and Algorithms takes you on a structured journey from the core principles of data organization to advanced problem-solving techniques used in real-world applications. The book begins with fundamental concepts, building clarity around arrays, linked lists, stacks, queues, hashing, trees, and graphs. It then progresses into essential algorithmic strategies, including sorting, searching, step-by-step methods, divide-and-conquer, dynamic programming, and backtracking.

What you will learn

? Select the right data structure based on problem constraints

? Design and implement efficient algorithms using C++ and Python

? Apply graph, tree, heap, and hashing techniques effectively

? Solve complex problems using dynamic programming and backtracking

? Optimize solutions through time and space complexity analysis

? Leverage STL and practical coding patterns for scalable systems

Who is This Book For?

This book is tailored for Undergrad and Postgrad students, aspiring software engineers, and early-career professionals seeking to build a strong foundation in Data Structures and Algorithms. It is ideal for learners with basic programming knowledge in any language who want to strengthen their problem-solving abilities and develop structured algorithmic thinking.

Table of Contents

1. Introduction to Data Structures and Algorithms

2. Arrays and Strings

3. Linked Lists

4. Stacks, Queues, and Deques

5. Hash Tables and Unordered Maps

6. Trees and Binary Search Trees

7. Heaps and Priority Queues

8. Graph Fundamentals

9. Graph Algorithm

10. Sorting and Searching

11. Greedy and Divide-and-Conquer Strategies