Modern Scala Projects
DOWNLOAD
Download Modern Scala Projects PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Modern Scala Projects book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Modern Scala Projects
DOWNLOAD
Author : Ilango gurusamy
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-07-30
Modern Scala Projects written by Ilango gurusamy and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-30 with Computers categories.
Develop robust, 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. This book showcases or carefully cherry-picks from Scala’s functional libraries and other constructs to help readers roll out their own scalable data processing frameworks. 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. You'll begin with working on a project to predict a class of flower 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. By the end of this book, you will be able to build efficient data science projects that fulfil your software requirements. What you will learn Create pipelines to extract data or analytics and visualizations Automate your process pipeline with jobs that are reproducible Extract intelligent data efficiently from large, disparate datasets Automate the extraction, transformation, and loading of data Develop tools that collate, model, and analyze data Maintain the integrity of data as data flows become more complex Develop tools that predict outcomes based on “pattern discovery” Build really fast and accurate machine-learning models in Scala Who this book is for Modern Scala Projects is for Scala developers who would like to gain some hands-on experience with some interesting real-world projects. Prior programming experience with Scala is necessary.
Practical Sbt For Modern Scala Development
DOWNLOAD
Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-20
Practical Sbt For Modern Scala Development written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-20 with Computers categories.
"Practical SBT for Modern Scala Development" "Practical SBT for Modern Scala Development" is a comprehensive guide that empowers Scala developers to master every facet of the Simple Build Tool (SBT), the backbone of modern Scala project builds. Starting with a foundational overview of SBT’s architecture, internal model, and core abstractions, the book gradually unfolds the intricacies of project scoping, advanced build definitions, and the essential principles of incremental builds. Through detailed explanations and practical examples, readers gain both a solid theoretical grounding and actionable techniques for configuring, interacting with, and automating SBT in real-world scenarios. Designed for both individual practitioners and large engineering teams, the book delves deep into advanced topics such as multi-project layouts, cross-compilation strategies, high-efficiency build performance, and sophisticated dependency management—including security and supply chain resilience. It covers the art of creating reusable build modules, integrating with external tools and CI/CD pipelines, and extending SBT with custom tasks, AutoPlugins, and dynamic task composition. The chapters on testing and quality assurance ensure teams can maintain rigorous standards, leveraging modern frameworks, static analysis, and automated quality gates. Bringing a production-ready perspective, "Practical SBT for Modern Scala Development" leads readers through best practices for packaging, artifact publishing, and enterprise-grade build promotion, supported by in-depth explorations of performance engineering and incremental compilation. The book’s closing sections tackle real-world troubleshooting, effective migration strategies, ecosystem integration, and emerging trends in Scala’s build tool landscape—equipping readers to adapt, innovate, and excel amidst the evolving challenges of contemporary Scala development.
Scala Programming Projects
DOWNLOAD
Author : Mikael Valot
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-09-29
Scala Programming Projects written by Mikael Valot and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-29 with Computers categories.
Discover unique features and powerful capabilities of Scala Programming as you build projects in a wide range of domains Key FeaturesDevelop a range of Scala projects from web applications to big data analysisLeverage full power of modern web programming using Play FrameworkBuild real-time data pipelines in Scala with a Bitcoin transaction analysis appBook Description Scala is a type-safe JVM language that incorporates object-oriented and functional programming (OOP and FP) aspects. 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 for 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, 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 learnBuild, test, and package code using Scala Build ToolDecompose code into functions, classes, and packages for maintainabilityImplement the functional programming capabilities of ScalaDevelop a simple CRUD REST API using the Play frameworkAccess a relational database using SlickDevelop a dynamic web UI using Scala.jsSource streaming data using Spark Streaming and write a Kafka producerUse Spark and Zeppelin to analyze dataWho this book is for If you are an amateur programmer who wishes to learn how to use Scala, this book is for you. Knowledge of Java will be beneficial, but not necessary, to understand the concepts covered in this book.
Functional Programming Patterns In Scala And Clojure
DOWNLOAD
Author : Michael Bevilacqua-Linn
language : en
Publisher: The Pragmatic Programmers LLC
Release Date : 2013-11-26
Functional Programming Patterns In Scala And Clojure written by Michael Bevilacqua-Linn and has been published by The Pragmatic Programmers LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-26 with Computers categories.
Solve real-life programming problems with a fraction of the code that pure object-oriented programming requires. Use Scala and Clojure to solve in-depth problems with two sets of patterns: object-oriented patterns that become more concise with functional programming, and natively functional patterns. Your code will be more declarative, with fewer bugs and lower maintenance costs. Functional languages have their own patterns that enable you to solve problems with less code than object-oriented programming alone. This book introduces you, the experienced Java programmer, to Scala and Clojure: practical, production-quality languages that run on the JVM and interoperate with existing Java. By using both the statically typed, type-inferred Scala and the dynamically typed, modern Lisp Clojure, you'll gain a broad understanding of functional programming. For each pattern, you'll first see the traditional object-oriented solution, and then dig into the functional replacements in both Scala and Clojure. These patterns are common in the functional world and deserve to become part of your problem-solving toolkit. On the object-oriented side, you'll see many common patterns, such as Command, Strategy, and Null Object. On the functional side, you'll learn core functional patterns such as Memoization, Lazy Sequence, and Tail Recursion. Each pattern helps you solve a common programming problem. Working through them gives you a set of patterns you can use to solve problems you come across while writing programs. Finally, you'll learn how to work your existing Java code into new Scala or Clojure projects. You can start off small, adding functional code little by little, so you can complement your existing knowledge with Scala and Clojure as these languages gain popularity on the JVM. What You Need Clojure 1.5 and Scala 2.10. Optionally, Eclipse with plugins.
Introduction To The Art Of Programming Using Scala
DOWNLOAD
Author : Mark C. Lewis
language : en
Publisher: CRC Press
Release Date : 2012-11-05
Introduction To The Art Of Programming Using Scala written by Mark C. Lewis and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-05 with Computers categories.
With its flexibility for programming both small and large projects, Scala is an ideal language for teaching beginning programming. Yet there are no textbooks on Scala currently available for the CS1/CS2 levels. Introduction to the Art of Programming Using Scala presents many concepts from CS1 and CS2 using a modern, JVM-based language that works we
Scala Cookbook
DOWNLOAD
Author : Alvin Alexander
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2013-08-01
Scala Cookbook written by Alvin Alexander and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-01 with Computers categories.
Save time and trouble when using Scala to build object-oriented, functional, and concurrent applications. With more than 250 ready-to-use recipes and 700 code examples, this comprehensive cookbook covers the most common problems you’ll encounter when using the Scala language, libraries, and tools. It’s ideal not only for experienced Scala developers, but also for programmers learning to use this JVM language. Author Alvin Alexander (creator of DevDaily.com) provides solutions based on his experience using Scala for highly scalable, component-based applications that support concurrency and distribution. Packed with real-world scenarios, this book provides recipes for: Strings, numeric types, and control structures Classes, methods, objects, traits, and packaging Functional programming in a variety of situations Collections covering Scala's wealth of classes and methods Concurrency, using the Akka Actors library Using the Scala REPL and the Simple Build Tool (SBT) Web services on both the client and server sides Interacting with SQL and NoSQL databases Best practices in Scala development
Programming In Scala
DOWNLOAD
Author : Martin Odersky
language : en
Publisher: Artima Inc
Release Date : 2008
Programming In Scala written by Martin Odersky and has been published by Artima Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computers categories.
A comprehensive step-by-step guide
Learning Scala
DOWNLOAD
Author : Jason Swartz
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2014-12-11
Learning Scala written by Jason Swartz and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-11 with Computers categories.
Why learn Scala? You don’t need to be a data scientist or distributed computing expert to appreciate this object-oriented functional programming language. This practical book provides a comprehensive yet approachable introduction to the language, complete with syntax diagrams, examples, and exercises. You’ll start with Scala's core types and syntax before diving into higher-order functions and immutable data structures. Author Jason Swartz demonstrates why Scala’s concise and expressive syntax make it an ideal language for Ruby or Python developers who want to improve their craft, while its type safety and performance ensures that it’s stable and fast enough for any application. Learn about the core data types, literals, values, and variables Discover how to think and write in expressions, the foundation for Scala's syntax Write higher-order functions that accept or return other functions Become familiar with immutable data structures and easily transform them with type-safe and declarative operations Create custom infix operators to simplify existing operations or even to start your own domain-specific language Build classes that compose one or more traits for full reusability, or create new functionality by mixing them in at instantiation
Functional Programming In Scala
DOWNLOAD
Author : Paul Chiusano
language : en
Publisher: Simon and Schuster
Release Date : 2014-09-01
Functional Programming In Scala written by Paul Chiusano and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-01 with Computers categories.
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
Scalatest Essentials
DOWNLOAD
Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-21
Scalatest Essentials written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-21 with Computers categories.
"ScalaTest Essentials" ScalaTest Essentials is a comprehensive resource for mastering testing in modern Scala development. This book meticulously covers foundational principles, contrasting core paradigms such as unit, integration, and property-based testing, while offering a deep exploration of ScalaTest’s modular architecture, extensibility, and integration with prevalent JVM build tools. Readers gain expert insight into orchestrating robust test lifecycles, leveraging advanced discovery mechanisms, and interoperating seamlessly with other test runners like JUnit and TestNG—enabling effective collaboration across diverse, mixed-language codebases. Blending theory with enterprise-proven practices, ScalaTest Essentials dissects and demonstrates the suite of test styles available in ScalaTest—ranging from behavior-driven and xUnit-inspired approaches to expressive and modular domain-specific scenarios for large-scale systems. The book delves into advanced assertion techniques, matcher customization, asynchronous test validation, and sophisticated fixture management patterns. It provides thorough guidance on managing state, integrating functional effect systems, handling legacy code, and delivering predictable, flake-free results even in massively parallel and asynchronous environments. Recognizing the demands of modern development pipelines, the volume imparts strategies for automated test data generation, edge-case detection, performance scaling, and diagnostic reporting, all while championing maintainability and scalability. Coverage extends to robust test double techniques, deterministic time and effect validation, continuous integration optimization, and actionable patterns for enterprise-grade suite organization and code reuse. ScalaTest Essentials is indispensable for engineers and teams seeking to future-proof their quality practices and deliver resilient, maintainable Scala/JVM solutions.