Best data structures and algorithms books for beginners 2021

Best data structures and algorithms books
Table of Contents

Data Structures and Algorithms is one of the difficult topics in programming. Every programmer finds it difficult to learn and understand. If you are someone who wants to learn DSA then you are at the right place because today I will share with you the best Data structures and Algorithms books for beginners.

I know it is difficult to learn data structures and algorithms. I found it difficult too, so I bought some DSA books and started learning from them. It helped me learn data structures and algorithms fast.

So if you are someone who loves to read books and learn then you should learn DSA by reading these Data Structures and Algorithms books because you will learn DSA much faster and books provide highly accurate knowledge.

Before telling you the best books for Data Structures and Algorithms for beginners, if you want to learn DSA from FREE video courses then you can refer to this guide – Best FREE DSA courses 2021.

Best Data Structures And Algorithms Books For Beginners

There are many Data Structures and Algorithms but not every book is beneficial so I have chosen some of the best Data Structures and Algorithms books for beginners that will help you learn DSA.

These Best books for data structures and algorithms are available on amazon I have given each DSA book link you can directly purchase it note that some of the links are affiliate links means I will get a small commission if you purchase a book.

Let’s now see the best Data Structures and Algorithms books for beginners. Read this guide till the end and you will get a lot of value.

1. Data Structures and Algorithms Made Easy in Java: Data Structure and Algorithms book in Java

Best data structures and algorithms books

In our first DSA book, you will learn Data structures and algorithms in the Java programming language which is popularly used for DSA. You will learn all the DSA topics practically.

This is a great book for learning Data Structures and Algorithms. It is a book written by Narasimha Karumanchi. He is a senior developer at amazon. He has a lot of experience in DSA. This is a book with more than 800 pages.

These are some of the topics covered in this book:

  • Recursion and Backtracking
  • Linked Lists
  • Stacks and Queues
  • Trees
  • Priority Queue and Heaps
  • Disjoint Sets ADT
  • Graph Algorithms
  • Sorting And more

There are many more topics covered if you want to get this DSA book for beginners then you can get it directly from Amazon here – Buy the dsa book in java

2. Data Structures and Algorithms in Java

Best data structures and algorithms books

This is another Data structures and algorithms book in Java. This book is very easy to read and all the complex and complicated topics are presented in an easy-to-understand manner so every DSA beginner can understand them.

In this book also you will learn all the concepts of data structures and algorithms. This book is written by Robert Lafore who is an engineer and has many programming courses.

Here are some of the topics covered in this book:

  • Queues and Trees
  • Priority Queue and Heaps
  • Disjoint Sets ADT and Graph Algorithms
  • Sorting and Searching
  • Selection Algorithms [Medians]
  • Symbol Tables and more

There are many more topics covered if you want to get this DSA book in java then you can get it directly from Amazon here –Buy the dsa book in java

3. Data Structures and Algorithms in C++

Best data structures and algorithms books

If you are someone who wants to learn Data structures and algorithms in the C++ programming language then this is the book you should consider buying. C++ is the most recommended language for DSA.

Because it lets you learn DSA much better than other programming languages, you can learn DSA in any language. All the concepts remain the same. In this book, you will learn theory and solve practical questions.

Here are some of the topics covered in this book:

  • Advanced DSA topics
  • k-d trees
  • k-d B-trees
  • Generational garbage collection

If you want to get these Data Structures and Algorithms in C++ then you can directly get them on amazon here – Buy the dsa in C++ book

4. Data Structures Using C

Best data structures and algorithms books

In this book, you will learn the abstract concepts of Data structures as well as the implementation of these concepts in the C programming language which is similar to C + +. This is a great book to learn Data structures and algorithms.

This book provides a practical way of learning Data structures and algorithms. It has DSA MCQ questions after each chapter which can help you learn Data structures and algorithms very easily and fast.

Here are some of the topics covered in this book:

  • MCQ Questions and programming exercises
  • Arrays and list
  • Stack and queues
  • Tree, heaps, and Graphs

If you want to get this DSA book in C then you can directly purchase it from amazon here – Buy the DSA IN C book

5. Algorithms and Data Structures: The Basic Toolbox

Best data structures and algorithms books

This book is like a toolbox or a guide for learning data structures and algorithms. In this book, you will learn the basics of algorithms, techniques, modeling, understanding, and solving algorithmic problems.

This book is completely for beginners who are new to DSA. You will learn the basics and all concepts of Data structures and algorithms. The programming languages used for DSA in this book are Java and C++.

Here are some of the topics covered in this book:

  • arrays and linked lists
  • hash tables and associative arrays,
  • sorting and selection,
  • priority queues, sorted sequences, graphrepresentation, graph traversal, shortest paths,
  • minimum spanning
  • trees And optimization

If you are interested in this book then you can get this DSA toolbox on amazon here – Buy the algorithmic toolbox book

6. Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching

Best data structures and algorithms books

This is an updated data structures and algorithms book. You are going to love this book. It teaches you all the concepts in Data structures and algorithms like fundamentals, data structure, sorting, and searching.

It has over 100 algorithms over sorting and searching and over 1000 exercise questions to improve your algorithmic thinking. You will learn DSA in the C++ programming language.

Here are some of the topics covered in this book:

  • Arrays, linked lists, strings, trees, and other basic data structures
  • Greater emphasis on abstract data types (ADTs), modular programming,
  • object-oriented programming, and C++ classes than in previous editions
  • Over 100 algorithms for sorting,
  • selection, priority queue ADT implementations, and symbol table
  • ADT implementations
  • multiway radix sorting, randomized BSTs, splay trees,
  • skip lists, multiway tries, B trees,
  • extendible hashing, and much more
  • Increased quantitative information about the algorithms

If you want to get these algorithms in C++ book language then you can Buy them on amazon here – Buy the dsa in c++ book

Frequently Asked Question about these Data structures and algorithms books

Why should I learn Data structures and algorithms?

Well, learning data structures and algorithms are not compulsory but if you want to master programming and want to know how everything works or you are preparing for a job interview then you can consider learning DSA.

Which is the best programming language for learning Data structures and algorithms?

Data structures and algorithms concepts are the same in all languages. You can apply these concepts in any language but the best language for DSA is C++ or C.

Why should I learn data structures and algorithms from books?

You may be saying I can learn dsa from videos. Why should I read books? See videos are a great resource to learn but Books provide much more accurate information because they are written by experienced people in their field and a lot of research is done before writing a book.

If you don’t want to learn data structures and algorithms by reading books then you can learn from the best FREE DSA courses on youtube.

Which book should I read for data structures and algorithms?

Now you may be saying I can’t buy all these DSA books and you don’t have to. Most of these books provide the same knowledge but with a different approach to learning, you can buy any book from the above list.

If I were to say then I would recommend you to buy the Algorithms and Data Structures: The Basic Toolbox book. It is really awesome and I found it useful but you can find more about each book and get that book.

What is the best book to learn data structures and algorithms in Java?

Now if you want to know the best book to learn data structures and algorithms in Java then I have mentioned 2 books you can go with the first one which is Data Structures and Algorithms Made Easy in Java.

Conclusion

These were the best Data Structures and Algorithms books for beginners. Anyone who wants to learn Data structures and algorithms can buy any of this book and learn DSA. You don’t have to buy every book.

I hope you found this article’s Best Data structures and algorithms books for beginners helpful and useful if you did share it with your friends and family who are interested in Data structures and algorithms.

If you are interested in more articles like this then you can refer to these articles:

Thank you for reading, Have a nice day 🙂

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