The combination of programming language with algorithm and data structure will make you a genius in the field of computer science.
In this article, we have listed some of the best algorithm books for both beginners and experts.
1. Introduction to Algorithms
The first book to start learning on algorithms is the “Introduction to Algorithms” written by Thomas H. Cormen. This book is famous for its simple language and explanation used by the author.
The book covers everything about algorithms, its concept, and its use. The only drawback of the book is it lack examples. There’re limited exercising and examples to practice.
The algorithm is a vast scope, and you’ll need time to master it. So we commended not to try finishing the book in one sitting. Read each chapter carefully and try getting clear about the concept given in the book.
This algorithm book is both for beginners and experts, and every programmer should have one in their study room for short reading and references.
2. Python Algorithms: Mastering Basic Algorithms In Python Language
If you’re already a Python programming expert, this book will make it easy for you to learn basic Python programming.
But if you are primarily focused on the python and want to learn some algorithms, this book is for you. In the book, you’ll find lots of graph algorithms ideal for solving problems.
3. Algorithms by Robert Sedgewick & Kevin Wayne
This is one of the best algorithms books for both beginners and experts. The author has primarily focused on the background of algorithms. The book gives you a brief understanding of algorithms, how to use different programming languages, and how to create your own algorithms.
The best part about this book is the author gives you 2 Coursera online courses for free relating to this book. Each course covers an important topic and gives you some of the best collection of data structure and algorithms.
If you want to have a complete understanding of algorithms, this book is a must-read book. You’ll not only learn the algorithm, but you’ll also have broader ideas on the subject.
4. Real-World Algorithms
Though this book is taken as a beginner’s guide to learning algorithm it’s not what it looks. This algorithm book is for both beginners and experts. The expert can use it as a reference book while the beginners can use it to understand the concept of an algorithm.
It doesn’t matter if you have advanced mathematics and computer science background or not. If you’re looking to learn algorithms with no mathematics or computer science background, this book will help you learn.
In this book, you’ll find instruction to carry out algorithm tasks. You can build simple blocks, translate texts, categorize documents, describe images, and even predict the weather. Each problem targets on a particular subject and gives you exercise at the end of the chapter to solve it.
The book gives you an actual-world problem to solve. It gives you an example, a step-by-step guide, and an exercise to do. You’ll learn basic terminology, data structure, compression, cryptography, graphs, hashing classification, strings, search, and sorting.
5. Algorithms Unlocked
This is another popular book on algorithms for both beginners and experts. The author of the book emphasis on bringing out the mystery and secrets of inner technology working in his book.
In this book, you’ll learn how computers use algorithms to solve problems. How it creates many technology tasks that we see on the web and in our day-to-day life. How automated GPS routes and internet encryption works with the help of algorithms.
This book covers an in-depth understanding of algorithms. How to use it? How big companies like Google and YouTube are using it to provide services? How to make things easier? How to use searching, sorting, and graphing easier and many more.
After you finish reading the book, you’ll have a deeper understanding of how algorithms function in our modern world.
6. The Algorithm Design Manual
Do you want to create an algorithm on your own? If yes, this book is for you. The best part about his book is it introduces you to the algorithm in such a way that you can create your own algorithm.
The book is divided into two-part. The first cover techniques where you learn the theory behind algorithm design with examples and real-world exercises. You learn how to design and analyze algorithms.
The second half of the book covers resources that cover a resource with 75 of the most common algorithmic problems. It also gives you resource on how to implement the use of C/C++ and Java to create algorithms
The book also gives you a wide variety of modern algorithms like graph theory, computational geometry, and multithreaded algorithm.
7. Introduction to Algorithms: A Creative Approach
Don’t judge the book with its name. The book name says introduction algorithms, but it does not mean expert can’t benefit from this book.
This algorithm book if for both beginners and experts. And it’s a self-study book that has over a hundred problems, exercise, and examples.
This book is particularly designed to level up the understanding of algorithms and increase the problem-solving abilities of each programmer. It helps the reader understand the principles behind algorithm design to develop problem-solving and coding skills.
These are some best algorithms books for beginners and experts. The first thing to do to understand something is reading. The more you read the books the more you’ll be able to understand the concept, its use, and how to use it.
Here you have the list of the book, now it’s your turn to take action.