Best Books to Learn about Algorithms and Data Structures (Computer Science)
A Gentle Introduction to Algorithms and Data Structures
Algorithms are language agnostic and any programmer worth their salt should be able to convert them to code in their programming language of choice. Just ask them to implement any popular sorting algorithms like quicksort or merge sort and they will fall apart. If you expect them to know more advanced and complex algorithms like String algorithms , graph algorithms , tree traversal or greedy algorithms, be ready to check on Interviews, otherwise, you might end up with some surprises. Once, I come across a very good candidate for a core Java senior developer role, he was excellent in Java, multi-threading but his data structure and algorithm skill was really poor to his experience and caliber. Algorithms are tools of developing programming solving skill and coding sense, which is required to convert a user requirement into the line of code also known as a computer program. They are also all around, if you use Facebook, have you ever thought about how they find your friends so easily?
A data structure is a particular way of organizing data in a computer to utilize resources efficiently. Data structures and algorithms are the base of every solution to any programming problem.
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In a library, there are various kinds of books on a very wide range of topics. The aim here is to group related content together and show order and hierarchy so that items may be located quickly time , books ordered neatly and optimally space and collections browsed efficiently. Libraries and software are actually very similar. We shall now take a closer look at the relationship between data structures and algorithms. We would consider how essential they are to computers, and in the process we will find striking similarities between software and a library. Both very distinct, yet significantly similar.