This book is one of the most engaging and readable books on the topic of algorithms and worth of every penny spent on it. Any book, which makes a readable attempt of the algorithm, by associating with real worth things, does a huge favor for its reader.Īlgorithm Unlocked is one such book, which presents some of the widely known computer algorithms in the field of finding the shortest path, searching and sorting algorithms, String related algorithms, cryptography and data compression algorithms, and some interesting problems. Ok, now let's see my favorite algorithm and data structure books:Īlgorithms are complex and hard to understand, even for a computer science graduate. You should also try to implement and use those data structures on your own like writing your NAry tree to hold hierarchical data, writing your own hash table even though you have HashMap in Java.
Since both data structure and algorithm are both languages independent, but I suggest you pick a book that has an example in your preferred languages like C, C++, Java, or Python.
Here is my list of some of the good books to learn data structure and algorithm. If you are using a different data structure and algorithm book, which is good and not on this list, you can share it with us. These data structure and algorithms books have helped me to find and fill in gaps and taught me a lot of things about different data structures like stacks, queues, linked lists, arrays, hash tables, heaps, trees, and graphs. It doesn't help to know about every single detail of a Car if you can't even drive. It's hard to judge your knowledge of data structure and algorithms by knowledge-based questions because that's not how they are used in a project.
#Elements of programming interviews book reference crack#
while solving a real-world problem or helping to crack interviews at Google, Amazon, Microsoft or Facebook. Some books are really easy to read and their focus is aligned to my expectation, some of them are really comprehensive and can be used as reference material, and few of them offers different perspective of using data structures and algorithms e.g. I have chosen these books because of different reasons. After reading some feedback that a combination of book and online courses work better for beginners, I have also shared some online data structure and algorithms courses you can join along with these books. In this article, I am sharing five of my favorite books on data structures and algorithms, which I think are a great read and can help every programmer to master data structure and algorithms. Since data structures and algorithms are the core of any programming problem, it becomes extremely important for programmers to master them even if you have learned well during academics. When you read something like a textbook and your perspective is just to do well in the exam, you might not be thinking about learning and applying that knowledge to real-world problems. I have seen this, and I think one reason for this is perspective. Data Structure and Algorithms books are often taught as textbooks in various universities, colleges, and Computer Science degree courses, yet, when you put programmers in a situation, where they need to find and decide, which data structures and algorithms to use to solve a problem, they struggle.