Professional Scala
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Professional Scala
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Author : Janek Bogucki
language : en
Publisher: John Wiley & Sons
Release Date : 2016-06-06
Professional Scala written by Janek Bogucki and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-06 with Computers categories.
Professional Scala provides experienced programmers with fast track coverage aimed at supporting the use of Scala in professional production applications. Skipping over the basics and fundamentals of programming, the discussion launches directly into practical Scala topics with the most up-to-date coverage of the rapidly-expanding language and related tools. Scala bridges the gap between functional and object-oriented programming, and this book details that link with clear a discussion on both Java compatibility and the read-eval-print loop used in functional programming. You'll learn the details of tooling for build and static analysis. You’ll cover unit testing with ScalaTest, documentation with Scaladoc, how to handle concurrency, and much more as you build the in-demand skill set required to use Scala in a real-world production environment. Java-compliant with functional programming properties, Scala's popularity is growing quickly—especially in the rapidly expanding areas of big data and cluster computing. This book explains everything professional programmers need to start using Scala and its main tools quickly and effectively. Master Scala syntax, the SBT interactive build tool, and the REPL workflow Explore functional design patterns, concurrency, and testing Work effectively with Maven, Scaladoc, Scala.js, and more Dive into the advanced type system Find out about Scala.js A working knowledge of Scala puts you in demand. As both the language and applications expand, so do the opportunities for experienced Scala programmers—and many positions are going unfilled. Twitter, Comcast, Netflix, and other major enterprises across industries are using Scala every day, in a number of different applications and capacities. Professional Scala helps you update your skills quickly to start advancing your career.
Professional Scala
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Author : Mads Hartmann
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-07-31
Professional Scala written by Mads Hartmann 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 2018-07-31 with Computers categories.
This book teaches you how to build and contribute to Scala programs, recognizing common patterns and techniques used with the language. You’ll learn how to write concise, functional code with Scala. After an introduction to core concepts, syntax, and writing example applications with scalac, you’ll learn about the Scala Collections API and how ...
Professional Scala
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Author : Janek Bogucki
language : en
Publisher: John Wiley & Sons
Release Date : 2016-06-13
Professional Scala written by Janek Bogucki and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-13 with Computers categories.
Professional Scala provides experienced programmers with fast track coverage aimed at supporting the use of Scala in professional production applications. Skipping over the basics and fundamentals of programming, the discussion launches directly into practical Scala topics with the most up-to-date coverage of the rapidly-expanding language and related tools. Scala bridges the gap between functional and object-oriented programming, and this book details that link with clear a discussion on both Java compatibility and the read-eval-print loop used in functional programming. You'll learn the details of tooling for build and static analysis. You’ll cover unit testing with ScalaTest, documentation with Scaladoc, how to handle concurrency, and much more as you build the in-demand skill set required to use Scala in a real-world production environment. Java-compliant with functional programming properties, Scala's popularity is growing quickly—especially in the rapidly expanding areas of big data and cluster computing. This book explains everything professional programmers need to start using Scala and its main tools quickly and effectively. Master Scala syntax, the SBT interactive build tool, and the REPL workflow Explore functional design patterns, concurrency, and testing Work effectively with Maven, Scaladoc, Scala.js, and more Dive into the advanced type system Find out about Scala.js A working knowledge of Scala puts you in demand. As both the language and applications expand, so do the opportunities for experienced Scala programmers—and many positions are going unfilled. Twitter, Comcast, Netflix, and other major enterprises across industries are using Scala every day, in a number of different applications and capacities. Professional Scala helps you update your skills quickly to start advancing your career.
Scala Guide For Data Science Professionals
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Author : Pascal Bugnion
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-02-24
Scala Guide For Data Science Professionals written by Pascal Bugnion 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 2017-02-24 with Computers categories.
Scala will be a valuable tool to have on hand during your data science journey for everything from data cleaning to cutting-edge machine learning About This Book Build data science and data engineering solutions with ease An in-depth look at each stage of the data analysis process — from reading and collecting data to distributed analytics Explore a broad variety of data processing, machine learning, and genetic algorithms through diagrams, mathematical formulations, and source code Who This Book Is For This learning path is perfect for those who are comfortable with Scala programming and now want to enter the field of data science. Some knowledge of statistics is expected. What You Will Learn Transfer and filter tabular data to extract features for machine learning Read, clean, transform, and write data to both SQL and NoSQL databases Create Scala web applications that couple with JavaScript libraries such as D3 to create compelling interactive visualizations Load data from HDFS and HIVE with ease Run streaming and graph analytics in Spark for exploratory analysis Bundle and scale up Spark jobs by deploying them into a variety of cluster managers Build dynamic workflows for scientific computing Leverage open source libraries to extract patterns from time series Master probabilistic models for sequential data In Detail Scala is especially good for analyzing large sets of data as the scale of the task doesn't have any significant impact on performance. Scala's powerful functional libraries can interact with databases and build scalable frameworks — resulting in the creation of robust data pipelines. The first module introduces you to Scala libraries to ingest, store, manipulate, process, and visualize data. Using real world examples, you will learn how to design scalable architecture to process and model data — starting from simple concurrency constructs and progressing to actor systems and Apache Spark. After this, you will also learn how to build interactive visualizations with web frameworks. Once you have become familiar with all the tasks involved in data science, you will explore data analytics with Scala in the second module. You'll see how Scala can be used to make sense of data through easy to follow recipes. You will learn about Bokeh bindings for exploratory data analysis and quintessential machine learning with algorithms with Spark ML library. You'll get a sufficient understanding of Spark streaming, machine learning for streaming data, and Spark graphX. Armed with a firm understanding of data analysis, you will be ready to explore the most cutting-edge aspect of data science — machine learning. The final module teaches you the A to Z of machine learning with Scala. You'll explore Scala for dependency injections and implicits, which are used to write machine learning algorithms. You'll also explore machine learning topics such as clustering, dimentionality reduction, Naive Bayes, Regression models, SVMs, neural networks, and more. This learning path combines some of the best that Packt has to offer into one complete, curated package. It includes content from the following Packt products: Scala for Data Science, Pascal Bugnion Scala Data Analysis Cookbook, Arun Manivannan Scala for Machine Learning, Patrick R. Nicolas Style and approach A complete package with all the information necessary to start building useful data engineering and data science solutions straight away. It contains a diverse set of recipes that cover the full spectrum of interesting data analysis tasks and will help you revolutionize your data analysis skills using Scala.
Learning Scala
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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
Programming In Scala
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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
Scala Programming Essentials
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-16
Scala Programming 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 2025-06-16 with Computers categories.
"Scala Programming Essentials" "Scala Programming Essentials" is a comprehensive guide that expertly navigates the intricacies of modern Scala development. Bridging foundational concepts with cutting-edge features, this book demystifies the JVM landscape and places Scala at its forefront, equipping developers with a nuanced understanding of the language's core syntax, sophisticated type systems, and the principles of functional purity. Readers are introduced to advanced topics such as pattern matching, algebraic data types, robust collection libraries, and professional build tool management, ensuring a strong grasp of Scala’s most essential features for real-world applications. Building on this solid foundation, the book delves deeply into functional and object-oriented paradigms, presenting advanced patterns including higher-order functions, monads, functors, and applicatives. It explores Scala’s renowned implicit mechanisms and the powerful typeclass pattern to foster reusable, type-safe abstractions. Topics such as concurrent and parallel programming, metaprogramming with macros and higher-kinded types, and the integration of Scala’s capabilities with the broader Java ecosystem, are presented with clarity and practical insight, enabling readers to architect scalable and performant applications with confidence. Completing the journey, "Scala Programming Essentials" delivers actionable guidance on professional practices—covering thorough testing strategies with property-based testing, dependency management, CI/CD integration, and automated documentation. Readers are also guided through real-world ecosystem integration, from big data solutions with Spark to cross-platform development with Scala.js and Scala Native. The book concludes by addressing performance optimization, profiling, and anticipated trends in Scala, armed with case studies that highlight best practices and innovations, making it an indispensable reference for both seasoned engineers and aspiring Scala professionals.
Practical Sbt For Modern Scala Development
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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.
Introduction To The Art Of Programming Using Scala
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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
Steps In Scala
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Author : Christos K. K. Loverdos
language : en
Publisher: Cambridge University Press
Release Date : 2010-09-23
Steps In Scala written by Christos K. K. Loverdos and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-23 with Computers categories.
Scala is a highly expressive, concise and scalable language. It is also the most prominent method of the new and exciting methodology known as object-functional programming. In this book, the authors show how Scala grows to the needs of the programmer, whether professional or hobbyist. They teach Scala with a step-by-step approach and explain how to exploit the full power of the industry-proven JVM technology. Readers can then dive into specially chosen design challenges and implementation problems, inspired by the trials of real-world software engineering. It also helps readers to embrace the power of static typing and automatic type inference. In addition, the book shows how to use the dual-object and functional-oriented natures combined at Scala's core, and so write code that is less 'boilerplate', giving a genuine increase in productivity.