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Best Data Structure and Algorithms Books To Read in 2021

Best data Structure and Algorithms Books, Best data structure books, Best algorithms books, Best software engineering books, best computer science books
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Algorithms and Data Structures is the most important thing in the Software Engineering field. The Algorithms are the set of rules which you follow when solving a particular problem. Algorithms are like recipe to make a dish. A step-by-step recipe which we follow to make programs to solve real world problems.

While Data Structure is a way to organize, manage and store the data which can be easily accessed and modified. From Wikipedia, a data structure is a collection of data values, the relationships among them and functions and operations that can be applied to the data.

Best Data Structures and Algorithms Books - Best Software Engineering Book To Start

Data Structures and Algorithms are the pillars of software engineering. Without data structures and algorithms, no one can build softwares or applications to solve real world problems. But there are many other programming languages like Java, Python, C++, JavaScript, PHP, Ruby and many more, where data structures and algorithms are used. Now, I'm going to talk about the 8 Best Data Structures and Algorithms Books which are available on Amazon. Let's start.

1.  Data Structures and Algorithms in Python

Data Structures and Algorithms in Python book was recently launched in October, 2020. This book covers all the fundamental data structures and algorithms in just 368 pages. It covers Arrays, Queues, Linked Lists, Stack, Graph, Tree and Hash Table data structures in this book. It also covers all the basic sorting, searching, hashing algorithms in it.

Best data structures and algorithms books in india

Best data structures and algorithms books in US

2. Algorithms Illuminated: The Basics: 1

The Algorithms Illuminated: The Basics is a set of three algorithms books. It cover everything related to algorithms. As you know, Algorithms are the core of computer science that's why these set covers all topics which can be used in computer science, network routing and machine learning. This Algorithms Illuminated: The Basics:1 has 220 pages and this book was released on 27th September, 2017.

You should also read Algorithms Illuminated: 2 and Algorithms Illuminated: 3 for excellent foot in the software engineering.

Best data structures and algorithms books in india

Best data structures and algorithms books in US

3. Algorithms Unlocked (The MIT Press)

The Algorithms Unlocked is written by Thomas H. Cormen . This book teaches you everything from "what algorithms are" to "How to evaluate them". You will learn sorting algorithms, searching algorithms, graphs, how to solve problems, basic principles of cryptography, basics of data compression and how to solve a problem in a reasonable amount of time. The Algorithms Unlocked (The MIT Press) has 236 pages and was released on 1st March, 2013.

Best data structures and algorithms books in india

Best data structures and algorithms books in US

4. Grokking Algorithms: An illustrated guide for programmers and other curious people

Grokking Algorithms is an illustrated and friendly book which teaches how to apply common algorithms to the practical problems. You will learn sorting and searching algorithms along with developing algorithmic mind as a programmer. You will learn sorting algorithms, searching algorithms and graph algorithms with illustrated pictures inside it. Want more, it has many python based problem samples to practice algorithms. The Grokking Algorithms book has 256 pages and was released on 30th May, 2016.

Best data structures and algorithms books in india

Best data structures and algorithms books in US

5. Algorithms by Robert Sedgewick and Kevin Wayne

The Algorithms book is written by Robert Sedgewick and Kevin Wayne. This book is a full length algorithms book. This book covers all the algorithms made in this planet. This book will teach you how to implement algorithms in a real world problems. The Algorithms book has a seperate online course which is available in this book. You can also sync your learning from the course with this book. This course has full Java implementations, test papers, Exercises and Answers, Dynamic Visualization, Lecture Slides, Assignments and other links to related material.

Best data structures and algorithms books in india

Best data structures and algorithms books in US

6. Data Structures and Algorithms Made Easy

The "Data Structures and Algorithms Made Easy" book is a very popular data structure and algorithm book all over the world. This book covers linked list, arrays, queues, trees, heaps, graph algorithms, sorting algorithms, searching algorithms, symbol tables, hashing, string algorithms, dynamic programming, greedy algorithms and divide and conquer algorithms. The "Data Structures and Algorithms Made Easy was written by Narasimha Karumanchi and it has 418 pages which cover all of this data structures and algorithms.

Best data structures and algorithms books in india

Best data structures and algorithms books in US

7. Introduction to Algorithms by Thomas H. Cormen

"Introduction to Algorithms by Thomas H.Cormen" is a beginner's book to start computer science fundamentals. This book is designed and developed for those who doesn't have much experience in programming or who just started programming few weeks ago. Introduction to Algorithm basically covers all the essential topic of Algorithms in computer science in a very simple way. This book has 1312 pages and was released on 2nd February, 2010.

Best data structures and algorithms books in india

Best data structures and algorithms books in US

8. A Common-Sense Guide to Data Structures and Algorithms

The "A Common Sense Guide to Data Structures and Algorithms" book is one of my favorite data structures and algorithms books right now. It basically explains everything in such manner that you start thinking about everything in programming way. You start to solve real world problems with programming. This book covers every data structure and every algorithm in a very simple explanations and examples. This books is written by Jay Wengrow and has 507 pages. This book is available in Kindle Edition as well as paper edition.

Best data structures and algorithms books in india

Best data structures and algorithms books in US


Final Words...

Data Structures and Algorithms are the heart of computer science, artificial intelligence and machine learning. There are always some set of rules and ways to solve a particular problems. If you understand data structures and algorithms, there's no chance you can't solve problems on your own as a programmer. As it said, good software engineer is that who knows data structures and algorithms on fingertips. So, start learning and understanding data structures and algorithms and solve lots of example problems. I would suggest you to join HackerRank or HackerEarth for getting strong in programming.


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