Download Ebook Learning F# Functional Data Structures and Algorithms, by Adnan Masood
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Learning F# Functional Data Structures and Algorithms, by Adnan Masood
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Get started with F# and explore functional programming paradigm with data structures and algorithms
About This Book- Design data structures and algorithms in F# to tackle complex computing problems
- Understand functional programming with examples and easy-to-follow code samples in F#
- Provides a learning roadmap of the F# ecosystem with succinct illustrations
If you have just started your adventure with F#, then this book will help you take the right steps to become a successful F# coder. An intermediate knowledge of imperative programming concepts, and a basic understanding of the algorithms and data structures in .NET environments using the C# language and BCL (Base Class Library), would be helpful.
What You Will Learn- Familiarize yourself with the functional programming nature of F# and explore its fundamentals
- Utilize data structures available in F# and apply recursion and lazy evaluation
- Gain insights into functional programming paradigms; dissect F# code and analyze code available in community projects
- Build abstract data structures and utilize powerful optimization techniques such as memoization
- Explore and test built-in F# bespoke data structures and algorithms
- Become resourceful and learn how to easily reuse libraries contributed by the C# and F# community
- Understand the trade-offs in selecting purely functional (persistent) over mutable data structures
- Implement custom ADT (Abstract Data Type), and discover parallel programming and asynchrony within F#
F# is a multi-paradigm programming language that encompasses object-oriented, imperative, and functional programming language properties. The F# functional programming language enables developers to write simple code to solve complex problems.
Starting with the fundamental concepts of F# and functional programming, this book will walk you through basic problems, helping you to write functional and maintainable code. Using easy-to-understand examples, you will learn how to design data structures and algorithms in F# and apply these concepts in real-life projects. The book will cover built-in data structures and take you through enumerations and sequences. You will gain knowledge about stacks, graph-related algorithms, and implementations of binary trees. Next, you will understand the custom functional implementation of a queue, review sets and maps, and explore the implementation of a vector. Finally, you will find resources and references that will give you a comprehensive overview of F# ecosystem, helping you to go beyond the fundamentals.
- Sales Rank: #826090 in Books
- Published on: 2015-06-30
- Released on: 2015-06-29
- Original language: English
- Number of items: 1
- Dimensions: 9.25" h x .47" w x 7.50" l, .80 pounds
- Binding: Paperback
- 181 pages
About the Author
Adnan Masood
Adnan Masood, Ph.D. is a developer, software architect, and researcher and specializes in machine learning and Bayesian belief networks. He is an avid engineer and is most comfortable working with the IDE. Before joining Green Dot Corporation, a leading prepaid financial technology institution, he enjoyed life as a principal engineer of a start-up and worked for a leading UK nonprofit organization as a solutions architect. A strong believer in the development community, Adnan is an active member of the Open Web Application Security Project (OWASP), an organization dedicated to software security. In the .NET community, he is a cofounder and president of the Pasadena .NET Developers group, which he has been successfully leading for 8 years. He pursues interests in algorithmic puzzles, machine learning, functional programming, cloud computing, service-oriented architecture (SOA), .NET, design patterns, application security, and robotics. He has also led a number of successful enterprise solutions and consulted for several Fortune 500 company projects. Adnan devotes himself to his own continual, practical education. He holds certifications in big data, machine learning, and systems architecture from Massachusetts Institute of Technology; an Application Security certification from Stanford University; an SOA Smarts certification from Carnegie Mellon University; and certifications as a ScrumMaster, Microsoft Certified Trainer, Microsoft Certified Solutions Developer, and Sun Certified Java Developer. Adnan has taught Windows Communication Foundation (WCF) courses at the University of California, San Diego, and loves to conduct presentations at top academic and technology conferences (for example, IEEE-HST, IASA, and DevConnections), local code camps, and user groups. He is also a volunteer FLL robotics coach for middle school students at Universal Academy of Florida. At home, his two very energetic boys, Zakariya and Ali, keep him busy―but not quite busy enough to keep him from compulsively buying (though not always reading) books in all formats. Adnan defines Pluto as a planet, chocolate as a food group, and A Game of Thrones as historical fiction. For more details, visit Adnan's blog (http://blog.adnanmasood.com), GitHub repository (http://github.com/adnanmasood), and Twitter (@adnanmasood). Adnan can be reached at adnan.masood@owasp.org.
Most helpful customer reviews
4 of 4 people found the following review helpful.
Great help in furthering the transition to functional thinking.
By Mark E. Elston
First a warning. This is not an introduction (or tutorial) in either F# or functional programming (FP). To get the most out of this book you need to have at least a basic understanding of F#, its syntax, and how to read it as well as an understanding of what FP is and why it matters. To be sure, there is some introductory material here on both of these topics but it is a quick overview which provides a basis for the remainder of the book. It is not meant to 'teach' either of these topics.
Having said this I found this book to be an outstanding primer on the application of F# to common algorithms and data structures you run across every day in the software development world. The approach taken in this book leads you very nicely from a description of an algorithm (which you are probably already familiar with) to a 'typical' imperative implementation and then to a more FP-centric approach and how F# can be used to accomplish it. Along the way you get introduced to more idiomatic F# and come to understand how to apply the language in the ways it is best suited to.
I found the juxtaposition of imperative and FP approaches very enlightening. Even though I have been dealing with FP languages for a couple of years now I learned quite a bit and will probably be coming back to refer to this book again and again. Well done!
2 of 3 people found the following review helpful.
The only book I need for F#!
By David G
Dr. Masood's insights have played a critical role in my IT Professional life. If you're reading this, then clearly you're looking into understanding F# to a deeper level, and I can recommend no one higher than Dr. Masood for this undertaking. I find his writing clear, concise, informed, and easy to understand.
1 of 1 people found the following review helpful.
Excellent Intro to F# Language's Features and Data Structures
By Steve 'Xander' Horn
I am a seasoned .NET / iOS developer who is relatively new to functional programming and this is my first F# book. I really enjoyed the concise, practical and succinct introduction to F# with short-n-sweet examples. I found that the quick introduction helped me bridge the gaps in some topics I did not fully grasp and helped me understand the concepts.
This book provides a concise view of F# from a vantage point of general purpose software development. In this introductory text, author provides more or less standard collection of basic data structures and algorithms with examples. The author provides illustrations, code samples and explains the ideas thoroughly, which is evident in first few chapters where the concept of data structure and language style are still familiar and a concise writing works well. Some places are bit shallow in detail on each topic and could have been further expanded upon. The chapter quotes and interesting code examples are a nice touch.
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