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Best Books on Data Structures and Algorithms – Beginner-Friendly
Studying data structures and algorithms requires a great deal of thinking ability and brain exercise. Many large tech companies, such as Google, Amazon, and Microsoft, and new emerging startups, such as Zomato and Swiggy, have interview rounds based on data structures and algorithms. Because data structures and algorithms are so important for hiring processes and the development of a developer’s Problem-Solving Skills, it is critical to be aware of the best resources for studying them. This article will focus on some of the best data structures and algorithms books. Furthermore, if you need some online resources, you can have a look at the best System Design Course, co-developed by IBM.
Here is a list of some of the best books for studying data structures and algorithms, going in-depth on the concepts, and feeling them yourself. The books aren’t in any particular order (from best to lowest or vice versa).
Data Structures and Algorithms Made Easy – Narsimha Karumanchi
This book is a well-known book on data structures and algorithms for beginners. This is a great book for beginners. If you want to learn data structures and algorithms from the ground up in the simplest way and language possible, this book is for you. This book covers various beginner-level topics, such as an introduction to data structures and various data structures such as Linked Lists, Stacks, and Queues, as well as some advanced and in-depth topics such as Graph Algorithms, Dynamic Programming Algorithms, Greedy algorithms, and many others. This book’s programmes are written in the C programming language.
Grokking Algorithms – Aditya Bhargava
If you are a Python programmer and have been wondering why there isn’t a book that teaches Data Structures and Algorithms in Python, you need not worry any longer. This book uses Python Programming Language to teach the fundamentals of data structures and algorithms. This book covers the fundamentals of Greedy Algorithms, Dynamic Programming, and so on. The diagrams and the interactive approach of the book to all of the topics distinguish this book and make it very interesting. The diagrams resemble hand-drawn cartoon drawings that interact with one another to explain the entire concept easily.
The Algorithm Design Manual – Steven S. Skiena
You may have come across various algorithm design courses on various online platforms. This book serves as a reference for nearly all of those courses. This book also covers a wide range of topics, from basic data structures to advanced topics such as intractable problems, hard graph problems, combinatorial problems, etc. Most problems that are similar to C Programming Language have pseudo-codes. The book covers a wide range of topics and is not intended for absolute beginners.
Algorithms in a Nutshell — George T. Heineman, Gary Pollice and Stanley Selkow
This is one of the best books for Java, C, C++, and Python programmers to learn Data Structures and Algorithms. The book contains implementation tips (not complete code) for all programming languages. The majority of the programmes are written in the C programming language. The explanations are excellent, with proper dry runs of the algorithms using diagrams; UML diagrams are also used in many places to explain concepts clearly. This book is suitable for both beginning and intermediate programmers. The book is divided into four sections ranging from very basic topics, such as searching and sorting basic algorithms, to advanced topics, such as network flow algorithms, computational geometry, etc.
Data Structures and Algorithms in Java — Robert Lafore
This is a book about Data Structures in Java. Yes, the title says Data Structures and Algorithms, but the book is mostly about Data Structures. It covers everything from basic Arrays and Strings to Java for C++ Programmers and advanced data structures like Graphs, Hash-Tables, Red-Black Trees, 2-3-4 Trees, etc.
So, these are some of the best and most recommended Data Structures and Algorithms books. Which book should I choose this time? This is entirely dependent on your current programming level, knowledge, and future interests. We recommend sticking to one book at a time and not wasting your money and time buying and reading many books because it adds to the confusion and chaos.
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