Data Structures and algorithms are crucial for success in competitive programming. To master these concepts, you need to study the best books available on the subject. In this article, we have compiled a list of the most recommended books for data structure and algorithms. Whether you are a beginner or an experienced programmer, these books will help you understand algorithms and techniques to solve complex problems in an efficient and simple way.
Best Book for Data Structure and Algorithms
Here is the list of the most Curated books for DSA.
1. Introduction to Algorithm By Cormen
This book is considered one of the best resources for learning data structures and algorithms. It provides a comprehensive understanding of algorithms and computational processes. The author has used pictorial representation to make the content easier to understand and has included various approaches to solve problems. This book is suitable for readers of all programming languages.
2. Data Structures and Algorithms Made Easy - Narasimha Karumanchi
This book is perfect for brushing up your programming skills with advanced level questions on data structures and algorithms. It covers all the fundamentals of data structure and is suitable for students of all programming languages. The book offers various approaches to solving programming problems.
3. Grokking Algorithms
This book is designed to teach you algorithms in a simple and easy-to-understand manner, from brute force to advanced level. It covers all the crucial algorithms commonly used in competitive programming, including sorting, searching, and more. The book explains the concepts in a reader-friendly way, making it easier to tackle advanced problems in data structure and algorithms.
4. Algorithms in a Nutshell
This book provides a concise approach to learning algorithms and covers all the algorithms in a nutshell. It includes implementation of algorithms in multiple programming languages, including C, C++, Java, and Python. The book focuses on enhancing the performance of your solutions with a curated approach and helps you choose the best solution based on time complexities and memory usage.
5. Algorithms By Robert Sedgewick
This widely used book covers various algorithms related to sorting, graph, tree, searching, and other types of data structures. It is used in universities all over the world and provides an in-depth exploration of algorithms. The book includes MOOCs and easy-to-understand code implementations, making it a great resource for learning algorithms.
These are the top books for learning data structures and algorithms in 2021. The best algorithm improves the efficiency of the program and makes it less complex. Choose one of these books and start your journey to mastering data structure and algorithms.
