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Functional Programming in Scala - Free download, Code examples, Book reviews, Online preview, PDF
Apr 18, · [DOWNLOAD] PDF Functional Programming, Simplified: (Scala Edition) by Alvin Alexander [DOWNLOAD] PDF Functional Programming, Simplified: (Scala Edition) Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. Functional Programming in Scala Book Description: Functional programming (FP) is a programming style emphasizing functions that return consistent and predictable results regardless of a program’s state. As a result, functional code is easier to test and reuse, simpler to parallelize, and less prone to bugs. 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.
Functional programming in scala pdf download
Author by : Ilango gurusamy Languange : en Publisher by : Packt Publishing Ltd Format Available : PDF, ePub, Mobi Total Read : 87 Total Download : File Size : 49,5 Mb Description : Develop robust, functional programming in scala pdf download, Scala-powered projects with the help of machine learning libraries such as SparkML to harvest meaningful insight Key Features Gain hands-on experience in building data science projects with Scala Exploit powerful functionalities of machine learning libraries Use machine learning algorithms and decision tree models for enterprise apps Book Description Scala, together with the Spark Framework, forms a rich and powerful data processing ecosystem.
Modern Scala Projects is a journey into the depths of this ecosystem. The machine learning ML projects presented in this book enable you to create practical, robust data analytics solutions, with an emphasis on automating data workflows with the Spark ML pipeline API.
The projects in this book enable data practitioners across all industries gain insights into data that will help organizations have strategic and competitive advantage. Modern Scala Projects focuses on the application of supervisory learning ML techniques that classify data and make predictions, functional programming in scala pdf download. You'll begin with working on a project to predict a class of functional programming in scala pdf download by implementing a simple machine learning model.
Next, you'll create a cancer diagnosis classification pipeline, followed by projects delving into stock price prediction, spam filtering, fraud detection, and a recommendation engine, functional programming in scala pdf download. By the end of this book, you will be able to build efficient data science projects that fulfil your software requirements.
Prior programming experience with Scala is necessary. Author by : Anatolii Kmetiuk Languange : en Publisher by : Packt Publishing Ltd Format Available : PDF, ePub, Mobi Total Read : 60 Total Download : File Size : 50,5 Mb Description : 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 Description In 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 functional programming in scala pdf download 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 for If 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.
Author by : Romeo Kienzler Languange : en Publisher by : Packt Publishing Ltd Format Available : PDF, ePub, Mobi Total Read : 37 Total Download : File Size : 40,7 Mb Description : Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing framework Key Features Master the art of real-time big data processing and machine learning Explore a wide range of use-cases to analyze large data Discover ways to optimize your work by using many features of Spark 2, functional programming in scala pdf download.
With this Learning Path, you can take your knowledge of Apache Spark to the next level by learning how to expand Spark's functionality and building your own data flow and machine learning programs on this platform.
You will work with the different modules in Apache Spark, such as interactive querying with Spark SQL, using DataFrames and datasets, implementing streaming analytics with Spark Streaming, and applying machine learning and deep learning techniques on Spark using MLlib and various external tools, functional programming in scala pdf download.
By the end of this elaborately designed Learning Path, you will have all the knowledge you need to master Apache Spark, and build your own big data processing and analytics pipeline quickly and without any hassle. Big data professionals who want to learn how to integrate and use the features of Apache Spark and build a strong big data pipeline will also find this Learning Path useful.
To grasp the concepts explained in this Learning Path, you must know the fundamentals of Apache Spark and Scala. This book gets you started with essentials of software development by guiding you through various aspects of Scala programming, helping you bridge the gap between learning and implementing.
You will learn about the unique features of Scala through diverse applications and experience simple yet powerful approaches functional programming in scala pdf download software development. Scala Programming Projects will help you build a number of applications, beginning with simple projects, such as a financial independence calculator, and advancing to other projects, such as a shopping application and a Bitcoin transaction analyzer.
You will be able to use various Scala features, such as its OOP and FP capabilities, and learn how to write concise, reactive, and concurrent applications in a type-safe manner. You will also learn how to use top-notch libraries such as Akka and Play and integrate Scala apps with Kafka, functional programming in scala pdf download, Spark, and Zeppelin, along with deploying applications on a cloud platform.
By the end of the book, you will not only know the ins and outs of Scala, but you will also be able to apply it to solve a variety of real-world problems What you will learn Build, test, and package code using Scala Build Tool Decompose code into functions, classes, and packages for maintainability Implement the functional programming capabilities of Scala Develop a simple CRUD REST API using the Play framework Access a relational database using Slick Develop a dynamic web UI using Scala.
Knowledge of Java will be beneficial, but not necessary, to understand the concepts covered in this book. The advent of the Internet and the enormous increase in volume of electronically stored information generally has led to substantial work on IR from the computer science perspective - this book provides an up-to-date student oriented treatment of the subject.
Author by : Mark C. Introduction to the Art of Programming Using Scala presents many concepts from CS1 and CS2 using a modern, functional programming in scala pdf download, JVM-based language that works functional programming in scala pdf download for both programming in the small and programming in the large.
The book progresses from true programming in the small to more significant projects later, leveraging the full benefits of object orientation. It first focuses on fundamental problem solving and programming in the small using the REPL and scripting environments. It covers basic logic and problem decomposition and explains how to use GUIs and graphics in programs. The text then illustrates the benefits of object-oriented design and presents a large collection of basic data structures showing different implementations of key ADTs along with more atypical functional programming in scala pdf download structures.
It also introduces multithreading and networking to provide further motivating examples. By using Scala as the language for both CS1 and CS2 topics, this textbook functional programming in scala pdf download students an easy entry into programming small projects as well as a functional programming in scala pdf download foundation for taking on larger-scale projects. Many student and instructor resources are available at www.
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Scala at Light Speed, Part 4: Functional Programming - the Rock the JVM tutorials
, time: 31:32Functional programming in scala pdf download
programming in scala third edition Download programming in scala third edition or read online books in PDF, EPUB, Tuebl, and Mobi Format. Click Download or Read Online button to get programming in scala third edition book now. This site is like a library, Use search box in the widget to get ebook that you want. Apr 18, · [DOWNLOAD] PDF Functional Programming, Simplified: (Scala Edition) by Alvin Alexander [DOWNLOAD] PDF Functional Programming, Simplified: (Scala Edition) Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. 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.
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