Advanced R

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Publisher : CRC Press
ISBN 13 : 1498759807
Total Pages : 669 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Advanced R by : Hadley Wickham

Download or read book Advanced R written by Hadley Wickham and published by CRC Press. This book was released on 2015-09-15 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Essential Reference for Intermediate and Advanced R Programmers Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R. The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn: The fundamentals of R, including standard data types and functions Functional programming as a useful framework for solving wide classes of problems The positives and negatives of metaprogramming How to write fast, memory-efficient code This book not only helps current R users become R programmers but also shows existing programmers what’s special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does.

Functional Programming in Scala

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1638353956
Total Pages : 457 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Functional Programming in Scala by : Paul Chiusano

Download or read book Functional Programming in Scala written by Paul Chiusano and published by Simon and Schuster. This book was released on 2014-09-01 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Functional Programming in Scala is a serious tutorial for programmers looking to learn FP and apply it to the everyday business of coding. The book guides readers from basic techniques to advanced topics in a logical, concise, and clear progression. In it, you'll find concrete examples and exercises that open up the world of functional programming. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Functional programming (FP) is a style of software development emphasizing functions that don't depend on program state. Functional code is easier to test and reuse, simpler to parallelize, and less prone to bugs than other code. Scala is an emerging JVM language that offers strong support for FP. Its familiar syntax and transparent interoperability with Java make Scala a great place to start learning FP. About the Book Functional Programming in Scala is a serious tutorial for programmers looking to learn FP and apply it to their everyday work. The book guides readers from basic techniques to advanced topics in a logical, concise, and clear progression. In it, you'll find concrete examples and exercises that open up the world of functional programming. This book assumes no prior experience with functional programming. Some prior exposure to Scala or Java is helpful. What's Inside Functional programming concepts The whys and hows of FP How to write multicore programs Exercises and checks for understanding About the Authors Paul Chiusano and Rúnar Bjarnason are recognized experts in functional programming with Scala and are core contributors to the Scalaz library. Table of Contents PART 1 INTRODUCTION TO FUNCTIONAL PROGRAMMING What is functional programming? Getting started with functional programming in Scala Functional data structures Handling errors without exceptions Strictness and laziness Purely functional state PART 2 FUNCTIONAL DESIGN AND COMBINATOR LIBRARIES Purely functional parallelism Property-based testing Parser combinators PART 3 COMMON STRUCTURES IN FUNCTIONAL DESIGN Monoids Monads Applicative and traversable functors PART 4 EFFECTS AND I/O External effects and I/O Local effects and mutable state Stream processing and incremental I/O

Learning Functional Programming

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098111702
Total Pages : 166 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Learning Functional Programming by : Jack Widman

Download or read book Learning Functional Programming written by Jack Widman and published by "O'Reilly Media, Inc.". This book was released on 2022-08-11 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to think and write code like a functional programmer. With this practical guide, software developers familiar with object-oriented programming will dive into the core concepts of functional programming and learn how to use both functional and OOP features together on large or complex software projects. Author Jack Widman uses samples from Java, Python, C#, Scala, and JavaScript to help you gain a new perspective and a set of tools for managing the complexity in your problem domain. You'll be able to write code that's simpler, reusable, easier to test and modify, and more consistently correct. This book also shows you how to use patterns from category theory to help bridge the gap between OOP and functional programming. Learn functional programming fundamentals and explore the way functional programmers approach problems Understand how FP differs from object-oriented and imperative programming Use a set of practical, applicable design patterns that model reality in a functional way Learn how to incorporate FP and OOP features into software projects Apply functional design patterns appropriately and use them to write correct, robust, and easily modifiable code

The Science of Functional Programming (draft version)

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Author :
Publisher : Lulu.com
ISBN 13 : 0359768776
Total Pages : 468 pages
Book Rating : 4.3/5 (597 download)

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Book Synopsis The Science of Functional Programming (draft version) by : Sergei Winitzki

Download or read book The Science of Functional Programming (draft version) written by Sergei Winitzki and published by Lulu.com. This book was released on with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Functional Programming in C#, Second Edition

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1617299820
Total Pages : 446 pages
Book Rating : 4.6/5 (172 download)

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Book Synopsis Functional Programming in C#, Second Edition by : Enrico Buonanno

Download or read book Functional Programming in C#, Second Edition written by Enrico Buonanno and published by Simon and Schuster. This book was released on 2022-02 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Functional Programming in C#, Second Edition teaches functional thinking for real-world problems. It reviews the C# language features that allow you to program functionally and through many practical examples shows the power of function composition, data-driven programming, and immutable data structures. All code examples work with .NET 6 and C# 10.

Functional Programming in JavaScript

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Publisher : Simon and Schuster
ISBN 13 : 163835359X
Total Pages : 371 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Functional Programming in JavaScript by : Luis Atencio

Download or read book Functional Programming in JavaScript written by Luis Atencio and published by Simon and Schuster. This book was released on 2016-06-06 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Functional Programming in JavaScript teaches JavaScript developers functional techniques that will improve extensibility, modularity, reusability, testability, and performance. Through concrete examples and jargon-free explanations, this book teaches you how to apply functional programming to real-life development tasks Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology In complex web applications, the low-level details of your JavaScript code can obscure the workings of the system as a whole. As a coding style, functional programming (FP) promotes loosely coupled relationships among the components of your application, making the big picture easier to design, communicate, and maintain. About the Book Functional Programming in JavaScript teaches you techniques to improve your web applications - their extensibility, modularity, reusability, and testability, as well as their performance. This easy-to-read book uses concrete examples and clear explanations to show you how to use functional programming in real life. If you're new to functional programming, you'll appreciate this guide's many insightful comparisons to imperative or object-oriented programming that help you understand functional design. By the end, you'll think about application design in a fresh new way, and you may even grow to appreciate monads! What's Inside High-value FP techniques for real-world uses Using FP where it makes the most sense Separating the logic of your system from implementation details FP-style error handling, testing, and debugging All code samples use JavaScript ES6 (ES 2015) About the Reader Written for developers with a solid grasp of JavaScript fundamentals and web application design. About the Author Luis Atencio is a software engineer and architect building enterprise applications in Java, PHP, and JavaScript. Table of Contents PART 1 THINK FUNCTIONALLY Becoming functional Higher-order JavaScript PART 2 GET FUNCTIONAL Few data structures, many operations Toward modular, reusable code Design patterns against complexity PART 3 ENHANCING YOUR FUNCTIONAL SKILLS Bulletproofing your code Functional optimizations Managing asynchronous events and data

A Gentle Introduction to Functional Programming in English [Third Edition]

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Author :
Publisher : 株式会社 オーム社
ISBN 13 : 4274804097
Total Pages : 212 pages
Book Rating : 4.2/5 (748 download)

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Book Synopsis A Gentle Introduction to Functional Programming in English [Third Edition] by : Antoine Bossard

Download or read book A Gentle Introduction to Functional Programming in English [Third Edition] written by Antoine Bossard and published by 株式会社 オーム社. This book was released on 2020-04-16 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: 英語とHaskellで学ぶ関数プログラミンの入門書、改訂3版登場! (日本名:関数プログラミング入門,in English![第3版]) 本書は、Haskellを用いて関数プログラミングの入門的な内容を英語で解説した書籍です。多くのプログラミング言語はもともと英語が母体であり、プログラミング自体を英語で学習することは、日本をはじめ特に非欧米語圏の人々にとって、きわめて重要かつ有用です。 なお本書では、日本の学生の英語での学習を支援するために、本文中の重要キーワードについては、適宜、日本語の訳や解説を加えています。本書を読み進めれば,英文の読解力と情報関係の専門用語の知識を自然に得ることができ,今後,英語論文や英文原書を読みこなすための確かな力が身につきます。 目次 1 About Functional Programming 関数プログラミングについて 2 Basic Syntax and Evaluation Model 基本文法と評価モデル 3 Variables 変数 4 Functions 関数 5 Lists and Tuples リストとタプル 6 Conditions 条件の表現 7 Recursion 再帰 8 Pattern Matching パターンマッチ 9 Advanced Typing さらに進んだ型付け 10 Selected Applications 応用例 11 Towards Logic Programming 論理プログラミングに向けて 12 Concluding Remarks おわりに APPENDIX A APPENDIX B APPENDIX C

Functional Programming For Dummies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119527503
Total Pages : 320 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Functional Programming For Dummies by : John Paul Mueller

Download or read book Functional Programming For Dummies written by John Paul Mueller and published by John Wiley & Sons. This book was released on 2019-02-06 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your guide to the functional programming paradigm Functional programming mainly sees use in math computations, including those used in Artificial Intelligence and gaming. This programming paradigm makes algorithms used for math calculations easier to understand and provides a concise method of coding algorithms by people who aren't developers. Current books on the market have a significant learning curve because they're written for developers, by developers—until now. Functional Programming for Dummies explores the differences between the pure (as represented by the Haskell language) and impure (as represented by the Python language) approaches to functional programming for readers just like you. The pure approach is best suited to researchers who have no desire to create production code but do need to test algorithms fully and demonstrate their usefulness to peers. The impure approach is best suited to production environments because it's possible to mix coding paradigms in a single application to produce a result more quickly. Functional Programming For Dummies uses this two-pronged approach to give you an all-in-one approach to a coding methodology that can otherwise be hard to grasp. Learn pure and impure when it comes to coding Dive into the processes that most functional programmers use to derive, analyze and prove the worth of algorithms Benefit from examples that are provided in both Python and Haskell Glean the expertise of an expert author who has written some of the market-leading programming books to date If you’re ready to massage data to understand how things work in new ways, you’ve come to the right place!

Drawing Programs: The Theory and Practice of Schematic Functional Programming

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1848826184
Total Pages : 401 pages
Book Rating : 4.8/5 (488 download)

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Book Synopsis Drawing Programs: The Theory and Practice of Schematic Functional Programming by : Tom Addis

Download or read book Drawing Programs: The Theory and Practice of Schematic Functional Programming written by Tom Addis and published by Springer Science & Business Media. This book was released on 2009-10-30 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing Programs: The Theory and Practice of Schematic Functional Programming describes a diagrammatic (schematic) approach to programming. It introduces a sophisticated tool for programmers who would rather work with diagrams than with text. The language is a complete functional language that has evolved into a representation scheme that is unique. The result is a simple coherent description of the process of modelling with the computer. The experience of using this tool is introduced gradually with examples, small projects and exercises. The new computational theory behind the tool is interspersed between these practical descriptions so that the reasons for the activity can be understood and the activity, in turn, illustrates some elements of the theory Access to the tool, its source code and a set of examples that range from the simple to the complex is free (see www.springer.com/978-1-84882-617-5). A description of the tool’s construction and how it may be extended is also given. The authors’ experience with undergraduates and graduates who have the understanding and skill of a functional language learnt through using schema have also shown an enhanced ability to program in other computer languages. Readers are provided with a set of concepts that will ensure a good robust program design and, what is more important, a path to error free programming.

Functional Programming For Dummies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 111952749X
Total Pages : 324 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Functional Programming For Dummies by : John Paul Mueller

Download or read book Functional Programming For Dummies written by John Paul Mueller and published by John Wiley & Sons. This book was released on 2018-12-28 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your guide to the functional programming paradigm Functional programming mainly sees use in math computations, including those used in Artificial Intelligence and gaming. This programming paradigm makes algorithms used for math calculations easier to understand and provides a concise method of coding algorithms by people who aren't developers. Current books on the market have a significant learning curve because they're written for developers, by developers—until now. Functional Programming for Dummies explores the differences between the pure (as represented by the Haskell language) and impure (as represented by the Python language) approaches to functional programming for readers just like you. The pure approach is best suited to researchers who have no desire to create production code but do need to test algorithms fully and demonstrate their usefulness to peers. The impure approach is best suited to production environments because it's possible to mix coding paradigms in a single application to produce a result more quickly. Functional Programming For Dummies uses this two-pronged approach to give you an all-in-one approach to a coding methodology that can otherwise be hard to grasp. Learn pure and impure when it comes to coding Dive into the processes that most functional programmers use to derive, analyze and prove the worth of algorithms Benefit from examples that are provided in both Python and Haskell Glean the expertise of an expert author who has written some of the market-leading programming books to date If you’re ready to massage data to understand how things work in new ways, you’ve come to the right place!

Functional C

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Author :
Publisher : Addison Wesley Longman
ISBN 13 :
Total Pages : 460 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Functional C by : Pieter H. Hartel

Download or read book Functional C written by Pieter H. Hartel and published by Addison Wesley Longman. This book was released on 1997 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Functional C teaches how to program in C, assuming that the student has already learnt how to formulate algorithms in a functional style. By using this as a starting point, the student will become a better C programmer, capable of writing programs that are easier to comprehend, maintain and that avoid common errors and pitfalls. All program code that appears in Functional C is available on our ftp server - see below. How to find a code fragment? To access a particular code fragment, use the book to locate the section or subsection in which the code fragment appears, then click on that section in the code index . This will open the appropriate page at the beginning of the section. The code fragment may then be selected using the copy/paste facilities of your browser. Each chapter is represented by a separate page, so as an alternative to the procedure above you can use the save-as menu of your browser to up-load all code fragments in a particular chapter at once. Also available on our ftp server is errata for Functional C.

Functional Programming in Java

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Author :
Publisher : Simon and Schuster
ISBN 13 : 163835362X
Total Pages : 726 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Functional Programming in Java by : Pierre-Yves Saumont

Download or read book Functional Programming in Java written by Pierre-Yves Saumont and published by Simon and Schuster. This book was released on 2017-01-18 with total page 726 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Functional Programming in Java teaches Java developers how to incorporate the most powerful benefits of functional programming into new and existing Java code. You'll learn to think functionally about coding tasks in Java and use FP to make your applications easier to understand, optimize, maintain, and scale. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Here's a bold statement: learn functional programming and you'll be a better Java developer. Fortunately, you don't have to master every aspect of FP to get a big payoff. If you take in a few core principles, you'll see an immediate boost in the scalability, readability, and maintainability of your code. And did we mention that you'll have fewer bugs? Let's get started! About the Book Functional Programming in Java teaches you how to incorporate the powerful benefits of functional programming into new and existing Java code. This book uses easy-to-grasp examples, exercises, and illustrations to teach core FP principles such as referential transparency, immutability, persistence, and laziness. Along the way, you'll discover which of the new functionally inspired features of Java 8 will help you most. What's Inside Writing code that's easier to read and reason about Safer concurrent and parallel programming Handling errors without exceptions Java 8 features like lambdas, method references, and functional interfaces About the Reader Written for Java developers with no previous FP experience. About the Author Pierre-Yves Saumont is a seasoned Java developer with three decades of experience designing and building enterprise software. He is an R&D engineer at Alcatel-Lucent Submarine Networks. Table of Contents What is functional programming? Using functions in Java Making Java more functional Recursion, corecursion, and memoization Data handling with lists Dealing with optional data Handling errors and exceptions Advanced list handling Working with laziness More data handling with trees Solving real problems with advanced trees Handling state mutation in a functional way Functional input/output Sharing mutable state with actors Solving common problems functionally

A Functional Program of Teacher Education

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Author :
Publisher :
ISBN 13 :
Total Pages : 276 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis A Functional Program of Teacher Education by : Syracuse University. School of Education

Download or read book A Functional Program of Teacher Education written by Syracuse University. School of Education and published by . This book was released on 1941 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Introduction to Functional Programming Through Lambda Calculus

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Author :
Publisher : Courier Corporation
ISBN 13 : 0486280292
Total Pages : 338 pages
Book Rating : 4.4/5 (862 download)

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Book Synopsis An Introduction to Functional Programming Through Lambda Calculus by : Greg Michaelson

Download or read book An Introduction to Functional Programming Through Lambda Calculus written by Greg Michaelson and published by Courier Corporation. This book was released on 2013-04-10 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Well-respected text for computer science students provides an accessible introduction to functional programming. Cogent examples illuminate the central ideas, and numerous exercises offer reinforcement. Includes solutions. 1989 edition.

Functional Programming in C#

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1638354049
Total Pages : 598 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Functional Programming in C# by : Enrico Buonanno

Download or read book Functional Programming in C# written by Enrico Buonanno and published by Simon and Schuster. This book was released on 2017-08-12 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Functional Programming in C# teaches you to apply functional thinking to real-world problems using the C# language. The book, with its many practical examples, is written for proficient C# programmers with no prior FP experience. It will give you an awesome new perspective. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Functional programming changes the way you think about code. For C# developers, FP techniques can greatly improve state management, concurrency, event handling, and long-term code maintenance. And C# offers the flexibility that allows you to benefit fully from the application of functional techniques. This book gives you the awesome power of a new perspective. About the Book Functional Programming in C# teaches you to apply functional thinking to real-world problems using the C# language. You'll start by learning the principles of functional programming and the language features that allow you to program functionally. As you explore the many practical examples, you'll learn the power of function composition, data flow programming, immutable data structures, and monadic composition with LINQ. What's Inside Write readable, team-friendly code Master async and data streams Radically improve error handling Event sourcing and other FP patterns About the Reader Written for proficient C# programmers with no prior FP experience. About the Author Enrico Buonanno studied computer science at Columbia University and has 15 years of experience as a developer, architect, and trainer. Table of Contents PART 1 - CORE CONCEPTS Introducing functional programming Why function purity matters Designing function signatures and types Patterns in functional programming Designing programs with function composition PART 2 - BECOMING FUNCTIONAL Functional error handling Structuring an application with functions Working effectively with multi-argument functions Thinking about data functionally Event sourcing: a functional approach to persistence PART 3 - ADVANCED TECHNIQUES Lazy computations, continuations, and the beauty of monadic composition Stateful programs and stateful computations Working with asynchronous computations Data streams and the Reactive Extensions An introduction to message-passing concurrency

Functional Programming, Simplified

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Author :
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781979788786
Total Pages : 780 pages
Book Rating : 4.7/5 (887 download)

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Book Synopsis Functional Programming, Simplified by : Alvin Alexander

Download or read book Functional Programming, Simplified written by Alvin Alexander and published by Createspace Independent Publishing Platform. This book was released on 2017-12-07 with total page 780 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you've had trouble trying to learn Functional Programming (FP), you're not alone. In this book, Alvin Alexander -- author of the Scala Cookbook and former teacher of Java and Object-Oriented Programming (OOP) classes -- writes about his own problems in trying to understand FP, and how he finally conquered it. What he originally learned is that experienced FP developers are driven by two goals: to use only immutable values, and write only pure functions. What he later learned is that they have these goals as the result of another larger goal: they want all of their code to look and work just like algebra. While that sounds simple, it turns out that these goals require them to use many advanced Scala features -- which they often use all at the same time. As a result, their code can look completely foreign to novice FP developers. As Mr. Alexander writes, "When you first see their code it's easy to ask, 'Why would anyone write code like this?'" Mr. Alexander answers that "Why?" question by explaining the benefits of writing pure functional code. Once you understand those benefits -- your motivation for learning FP -- he shares five rules for programming in the book: All fields must be immutable ('val' fields). All functions must be pure functions. Null values are not allowed. Whenever you use an 'if' you must also use an 'else'. You won't create OOP classes that encapsulate data and behavior; instead you'll design data structures using Scala 'case' classes, and write pure functions that operate on those data structures. In the book you'll see how those five, simple rules naturally lead you to write pure, functional code that reads like algebra. He also shares one more Golden Rule for learning: Always ask "Why"? Lessons in the book include: How and why to write only pure functions Why pure function signatures are much more important than OOP method signatures Why recursion is a natural tool for functional programming, and how to write recursive algorithms Because the Scala 'for' expression is so important to FP, dozens of pages explain the details of how it works In the end you'll see that monads aren't that difficult because they're a natural extension of the Five Rules The book finishes with lessons on FP data modeling, and two main approaches for organizing your pure functions As Mr. Alexander writes, "In this book I take the time to explain all of the concepts that are used to write FP code in Scala. As I learned from my own experience, once you understand the Five Rules and the small concepts, you can understand Scala/FP." Please note that because of the limits on how large a printed book can be, the paperback version does not include all of the chapters that are in the Kindle eBook. The following lessons are not in the paperback version: Grandma's Cookies (a story about pure functions) The ScalaCheck lessons The Type Classes lessons The appendices Because those lessons didn' fit in the print version, they have been made freely available online. (Alvin Alexander (alvinalexander.com) wrote the popular Scala Cookbook for O'Reilly, and also self-published two other books, How I Sold My Business: A Personal Diary, and A Survival Guide for New Consultants.)

Programming Scala

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491950153
Total Pages : 498 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Programming Scala by : Dean Wampler

Download or read book Programming Scala written by Dean Wampler and published by "O'Reilly Media, Inc.". This book was released on 2014-12-04 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get up to speed on Scala, the JVM language that offers all the benefits of a modern object model, functional programming, and an advanced type system. Packed with code examples, this comprehensive book shows you how to be productive with the language and ecosystem right away, and explains why Scala is ideal for today's highly scalable, data-centric applications that support concurrency and distribution. This second edition covers recent language features, with new chapters on pattern matching, comprehensions, and advanced functional programming. You’ll also learn about Scala’s command-line tools, third-party tools, libraries, and language-aware plugins for editors and IDEs. This book is ideal for beginning and advanced Scala developers alike. Program faster with Scala’s succinct and flexible syntax Dive into basic and advanced functional programming (FP) techniques Build killer big-data apps, using Scala’s functional combinators Use traits for mixin composition and pattern matching for data extraction Learn the sophisticated type system that combines FP and object-oriented programming concepts Explore Scala-specific concurrency tools, including Akka Understand how to develop rich domain-specific languages Learn good design techniques for building scalable and robust Scala applications