Master data structures and algorithms with these top 15 books for every developer! Learn how to choose the right data structure and algorithm for your problem, and write efficient and maintainable code.
An algorithm is a well-defined computational procedure that takes some value as input and generates some value as output. In simple words, it is a sequence of computational steps that converts the input into the output.
๐ 20 Best Python Books for Beginners and Experienced Coders
Are you interested in learning the Algorithm and Data Structure and looking for some excellent book that will help you skyrocket your Algorithm and data structure expertise? Then you have come to the right place.
Here is a curated list of the best books to learn Algorithm for beginners. These books are highly recommended by Data Structure experts and are helpful for students to grasp the programming fundamentals. These resources will guide you to build your career in this promising field and make you a better Software Developer.
๐ 15+ Best JavaScript Books for Beginners and Experienced Coders
Book Title: | Author Name: | Latest Edition: | Publisher: | Ratings: | Link: |
---|---|---|---|---|---|
Grokking Algorithms | Aditya Bhargava | 1st edition | Manning | Learn More | |
Data Structures and Algorithms Made Easy | Narasimha Karumanchi | 5th edition | Careermonk Publications | Learn More | |
Introduction to Algorithms | Thomas H. Cormen | 3rd edition | PHI Learning Pvt. Ltd. (Originally MIT Press) | Learn More | |
Algorithms | Robert Sedgewick | 4th edition | Addison Wesley | Learn More | |
Algorithms Unlocked (The MIT Press) | Thomas H. Cormen | 1st edition | The MIT Press | Learn More |
List of the Best Books for Algorithms:
Author Name: Aditya Bhargava
Publisher: Manning
Latest Edition: 1st edition
No of Pages: 256 pages
Grokking Algorithms is written by Aditya Bhargava. In this tutorial book, you will learn how to apply common algorithms to the practical programming problems you face each day. You can start with tasks like sorting and searching.
It is one of the best book for algorithms that helps you to tackle more complex issues like data compression and artificial intelligence. Each presented example includes helpful diagrams and fully annotated code samples in Python. At the end of this book, you can learn about the applicable algorithms and when to use them.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Narasimha Karumanchi
Publisher: Careermonk Publications
Latest Edition: 5th edition
No of Pages: 453 pages
Data Structures and Algorithms Made Easy: Data Structures and Algorithmic Puzzlesโ is a book written by Narasimha Karumanchi.
There are many different solutions for each issue, and the book is coded in C/C++. The book comes handy as an interview and exam guide for computer scientists.
This Algorithm book offers solutions to various complex data structures and algorithmic problems. This reference book also serves as a guide to prepare for interviews, exams, and campus work.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Thomas H. Cormen
Publisher: PHI Learning Pvt. Ltd.
Latest Edition: 3rd edition
No of Pages: 1312 pages
Introduction to Algorithms book includes a wide range of algorithms in depth. Every chapter of this book is relatively self-contained and can be used as a study material. The algorithms are described in this book in English and pseudocode.
The book offers treatment of dynamic programming and greedy algorithms and a new notion of edge-based flow. The learning material also provides many exercises, problems, and solutions.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Robert Sedgewick
Publisher: Addison Wesley
Latest Edition: 4th edition
No of Pages: 976 pages
Algorithms is a book written by Robert Sedgewick and Kevin Wayne. This book covers all the most important computer algorithms currently in use.
The book teaches you searching, sorting, graph processing, and string processing. This tutorial book includes algorithms every programmer should know. It is enabling people all around the world to discover new ways of learning and teaching.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Thomas H. Cormen
Publisher: The MIT Press
No of Pages: 236 pages
In Algorithms Unlocked is a book written by Thomas Cormen. It provides a general explanation with limited mathematics, of how algorithms enable computers to solve problems.
You will also find simple methods to search for information on a computer. In this book, you will learn the basic principles behind cryptography and the fundamentals of data compression. The book includes many complex problems and its solution in a reasonable amount of time.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Tim Roughgarden
Publisher: Soundlikeyourself Publishing, LLC
Latest Edition: Illustrated edition
No of Pages: 228 pages
Algorithms Illuminated is a book written by Tim Roughgarden. The book includes solutions to all quizzes and selected problems, and a series of YouTube videos by the author accompanies the book.
Part 1 covers asymptotic analysis and big-O notation, divide-and-conquer algorithms, and the master method, randomized algorithms. The book ends with several famous algorithms for sorting and selection.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Pedro Domingos
Publisher: Basic Books
Latest Edition: 1st edition
No of Pages: 352 pages
The Master Algorithm is a book written by Pedro Domingos. The book gives us a peek inside the learning machines that power Google, Amazon, and your smartphone. The book Master Algorithmโand discusses what it will mean for business, science, and society.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Steven S Skiena
Publisher: Springer
Latest Edition: 2nd edition
No of Pages: 230 pages
Algorithm Design Manual is a book written by Steven S S. Skiena. This book now serves as one of the ideal reference books for any algorithm design course. It helps you to maintain your status as the premier practical reference guide to algorithms. This best-selling classic take the โmysteryโ out of designing algorithms and analyzing their efficiency.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Robert Lafore
Publisher: Sams Publishing
Latest Edition: 2nd edition
No of Pages: 800 pages
Data Structures and Algorithms in Java is a book written by Robert Lafore. The book is designed to be easy to read and understand, although the topic itself is complicated.
The book offers clear and simple example programs. You will also get a workshop as a one small demo program executable on a Web browser.
Moreover, the programs demonstrate in this book are in graphical form what data structures look like and how they operate
๐ Check Latest Price and User Reviews on Amazon
Author Name: Hannah Fry
Publisher: W. W. Norton & Company
Latest Edition: Reprint edition
No of Pages: 256 pages
Hello World book is written by Hannah Fry. It is the necessary preparation for the moral difficulties of a world run by code. Hannah Fry takes us on a tour of the good, the bad, and the downright ugly of the algorithms that surround us.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Jon Kleinberg
Publisher: Pearson
Latest Edition: 1st edition
No of Pages: 832 pages
Algorithm Design is a book written by Jon Kleinberg. The book teaches students a range of design and analysis techniques. This method helps them to solve problems that arise while performing in computing applications.
This algorithm book also explains the design process and the role of algorithms. The book includes topics like Basic of Algorithm Analysis, Divide and Conquer, Dynamic Programming, Network flow, etc.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Sanjoy Dasgupta
Publisher: McGraw-Hill Education
Latest Edition: 1st edition
No of Pages: 336 pages
An algorithm is a book written by Sanjoy Dasgupta. The book teaches you the fundamentals of algorithms in a storyline that makes the material enjoyable and easy to digest.
The book emphasis is understanding the mathematical idea behind each algorithm. It helps you to learn this subject intuitively without the need to become unduly formal.
The book includes descriptions of algorithms that are used and excursions for the mathematically sophisticated. This Algorithm book offers a Solutions Manual, which is available on the Online Learning Centre.
๐ Check Latest Price and User Reviews on Amazon
Author Name: Bradley N Miller
Publisher: Franklin Beedle & Assoc
Latest Edition: 2nd edition
No of Pages: 438 pages
Problem-Solving with Algorithms and Data Structures Using Python is written by Bradley N. Mille. It is also about Python, along with the study of algorithms and data structures. It is central to understanding that computer science is all about. Learning computer science is not never about learning any other type of subject matter.
This book is designed us serve as a text for the first course on data structures and algorithms. The book also covers abstract data types and data structures, writing algorithms, and solving problems.
๐ Check Latest Price and User Reviews on Amazon
Author Name: George Heineman
Publisher: OโฒReilly
Latest Edition: 2nd edition
No of Pages: 390 pages
Algorithms, in a Nutshell, is a book written by George T. Heineman. The book helps you to create robust software that requires the use of efficient algorithms. However, programmers often think about them until a problem occurs. This book includes a large number of existing algorithms for solving a variety of issues.
The book helps you select and implement the right algorithm for your need with just enough math. It allows you to understand and analyze algorithm performance.
๐ Check Latest Price and User Reviews on Amazon
Author: Anany Levitin
Publisher: Pearson
Pages: 600
Why we chose this book
This textbook takes a puzzle-solving approach to teaching algorithms, which is a fantastic way to conceptually understand how algorithms work.
Itโs also relatively comprehensive, as it covers topics like algorithm efficiency, limitations of algorithm power, and the trade-offs between space and time complexity. Youโll also dive into decrease-and-conquer, divide-and-conquer, and transform-and-conquer techniques for solving algorithmic problems.
Features
๐ Check Latest Price and User Reviews on Amazon
#datastructures #algorithms #dsa #book