Mastering Functional Programming: Functional techniques for sequential and parallel programming with Scala

Author:   Anatolii Kmetiuk
Publisher:   Packt Publishing Limited
ISBN:  

9781788620796


Pages:   380
Publication Date:   31 August 2018
Format:   Paperback
Availability:   In stock   Availability explained
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Mastering Functional Programming: Functional techniques for sequential and parallel programming with Scala


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Overview

Learn how functional programming can help you in deploying web servers and working with databases in a declarative and pure way Key Features Learn functional programming from scratch Program applications with side effects in a pure way Gain expertise in working with array tools for functional programming Book DescriptionIn large projects, it can get difficult keeping track of all the interdependencies of the code base and how its state changes at runtime. Functional Programming helps us solve these problems. It is a paradigm specifically designed to deal with the complexity of software development. This book will show you how the right abstractions can reduce complexity and make your code easy to read and understand. Mastering Functional Programming begins by touching upon the basics such as what lambdas are and how to write declarative code with the help of functions. It then moves on to more advanced concepts such as pure functions and type classes, the problems they aim to solve, and how to use them in real-world scenarios. You will also explore some of the more advanced patterns in the world of functional programming, such as monad transformers and Tagless Final. In the concluding chapters, you will be introduced to the actor model, implement it in modern functional languages, and explore the subject of parallel programming. By the end of the book, you will have mastered the concepts entailing functional programming along with object-oriented programming (OOP) to build robust applications. What you will learn Write reliable and scalable software based on solid foundations Explore the cutting edge of computer science research Effectively solve complex architectural problems in a robust way Avoid unwanted outcomes such as errors or delays and focus on business logic Write parallel programs in a functional style using the actor model Use functional data structures and collections in your day-to-day work Who this book is forIf you are from an imperative and OOP background, this book will guide you through the world of functional programming, irrespective of which programming language you use.

Full Product Details

Author:   Anatolii Kmetiuk
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781788620796


ISBN 10:   1788620798
Pages:   380
Publication Date:   31 August 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In stock   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Declarative Programming Style Functions and Lambdas Functional Data Structures The Problem of Side Effects Effect Types: Abstracting Away Side Effects Effect Types in Practice The Idea of the Type Classes Basic Type Classes and Their Usage Libraries for Pure Functional Programming Patterns of Advanced Functional Programming Introduction to the Actor Model Actor Model in Practice Use Case: A Parallel Web Crawler Appendix: Introduction to Scala

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Author Information

Anatolii Kmetiuk is a Functional Programming and Data Science Freelance Developer. During his programming career, he has worked on Scala projects involving parallel computing, web APIs, SaaS, and data engineering. His areas of expertise include using applications of pure functional programming to build fault-tolerant, reactive systems, as well as parallel computing. Another area of his focus is machine learning and natural language processing.

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