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Learning Functional Data Structures and Algorithms, by Atul Khot
Download PDF Learning Functional Data Structures and Algorithms, by Atul Khot
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Key Features
- Moving from object-oriented programming to functional programming? This book will help you get started with functional programming.
- Easy-to-understand explanations of practical topics will help you get started with functional data structures.
- Get hands-on practice of Scala and Clojure to get the most out of functional programming.
Functional data structures have the power to improve the codebase of an application and improve efficiency. With the advent of functional programming and with powerful functional languages such as Scala and Clojure becoming part of important enterprise applications, functional data structures have gained an important place in the developer toolkit. There are powerful algorithms that you can use and benefit from once they are written in the functional paradigm.
This book covers all the major algorithms to improve your understanding of functional programming and data structures. It begins with a refresher and consolidation of what functional programming is and you'll get a taste of it in Scala and Clojure. Next, you'll get to know about the concept of cons and how structural sharing makes immutable data structures efficient and practical. You will learn to implement algorithms with arrays and we will also take a look at VList using Scala and Clojure.
You will also see various techniques to write functional data structures and will discover how to deal with original data structures such as lists, queues, heaps, and so on. We will go into detail about lazy evaluation for these data structures.
By the end of the book, you will be able to write efficient functional data structures and algorithms for your applications.
What you will learn- Understand common data structures and the associated algorithms, as well as the context in which they are commonly used
- Take a look at the runtime and space complexities with the O notation
- Get an understanding of the traditional/imperative Java implementation
- Grasp the purely functional version in Scala and Clojure
- Get hands-on practice with the concepts of Scala and Clojure
- See how Scala and Clojure data structures are implemented
- Explore the basic themes of immutability, structural sharing, lazy evaluation, and recursion, as well as how they work together
- Gain Scala and Clojure best practices and idioms
- Published on: 2016-11-04
- Binding: Paperback
- 394 pages
About the Author
Atul Khot learned to program by reading C code and figuring out how it works. He wrote a lot of C++ code and then moved to Java and Scala. An avid open source advocate, he loves scripting languages, clean coding, and is always ready to learn a new command-line trick. He currently works at Webonise Labs, Pune. Atul was also a panelist of Dr. Dobb's Jolt Awards. Last but not least, he is a trekking enthusiast and also a big foodie.
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