Mastering Scala
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Mastering Scala
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Author : Sufyan bin Uzayr
language : en
Publisher: CRC Press
Release Date : 2023
Mastering Scala written by Sufyan bin Uzayr and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with Computers categories.
Scala is a multi-paradigm, general-purpose scripting language. It is a completely object-oriented programming language that supports a functional programming technique. This book is a detailed guide for beginners to understand Scala. Concise and easy to understand, Mastering Scala: A Beginner’s Guide covers a comprehensive understanding of Scala and its components, libraries, and advance concepts to help readers quickly advance with the necessary information. This book provides functional approaches for solving queries using Scala. The fundamental principles of Scala explained here are helpful to beginner and intermediate users interested in learning this highly technical and diverse language. Key Features: Follows a hands-on approach and offers practical lessons and tutorials related to Scala Includes detailed tutorials meant for beginners to Scala Discusses Scala in-depth to help build robust knowledge
Mastering Scala Machine Learning
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Author : Alex Kozlov
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-06-28
Mastering Scala Machine Learning written by Alex Kozlov 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 2016-06-28 with Computers categories.
Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and Hadoop About This Book This is a primer on functional-programming-style techniques to help you efficiently process and analyze all of your data Get acquainted with the best and newest tools available such as Scala, Spark, Parquet and MLlib for machine learning Learn the best practices to incorporate new Big Data machine learning in your data-driven enterprise to gain future scalability and maintainability Who This Book Is For Mastering Scala Machine Learning is intended for enthusiasts who want to plunge into the new pool of emerging techniques for machine learning. Some familiarity with standard statistical techniques is required. What You Will Learn Sharpen your functional programming skills in Scala using REPL Apply standard and advanced machine learning techniques using Scala Get acquainted with Big Data technologies and grasp why we need a functional approach to Big Data Discover new data structures, algorithms, approaches, and habits that will allow you to work effectively with large amounts of data Understand the principles of supervised and unsupervised learning in machine learning Work with unstructured data and serialize it using Kryo, Protobuf, Avro, and AvroParquet Construct reliable and robust data pipelines and manage data in a data-driven enterprise Implement scalable model monitoring and alerts with Scala In Detail Since the advent of object-oriented programming, new technologies related to Big Data are constantly popping up on the market. One such technology is Scala, which is considered to be a successor to Java in the area of Big Data by many, like Java was to C/C++ in the area of distributed programing. This book aims to take your knowledge to next level and help you impart that knowledge to build advanced applications such as social media mining, intelligent news portals, and more. After a quick refresher on functional programming concepts using REPL, you will see some practical examples of setting up the development environment and tinkering with data. We will then explore working with Spark and MLlib using k-means and decision trees. Most of the data that we produce today is unstructured and raw, and you will learn to tackle this type of data with advanced topics such as regression, classification, integration, and working with graph algorithms. Finally, you will discover at how to use Scala to perform complex concept analysis, to monitor model performance, and to build a model repository. By the end of this book, you will have gained expertise in performing Scala machine learning and will be able to build complex machine learning projects using Scala. Style and approach This hands-on guide dives straight into implementing Scala for machine learning without delving much into mathematical proofs or validations. There are ample code examples and tricks that will help you sail through using the standard techniques and libraries. This book provides practical examples from the field on how to correctly tackle data analysis problems, particularly for modern Big Data datasets.
Mastering Scala
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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2023-09-26
Mastering Scala written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-26 with Computers categories.
Are you ready to dive into the world of advanced programming with confidence and expertise? "Mastering Scala" is your gateway to unlocking the true power of the Scala programming language. Whether you're an experienced developer seeking to expand your horizons or a programming enthusiast ready to embark on a transformative journey, this comprehensive guide will equip you with the skills to develop elegant, scalable, and high-performance software. Key Features: 1. In-Depth Exploration of Scala Fundamentals: Immerse yourself in the core concepts of Scala programming, from its unique blend of object-oriented and functional paradigms to its expressive syntax. Build a strong foundation that enables you to tackle complex programming challenges. 2. Functional Programming Mastery: Discover the beauty of functional programming in Scala. Learn how to leverage higher-order functions, immutability, and pattern matching to create clean, maintainable code that is both concise and powerful. 3. Concurrency and Parallelism: Dive into Scala's concurrent and parallel programming capabilities. Explore actors, Futures, and parallel collections to build responsive, highly performant applications that excel in a multi-core world. 4. Advanced Data Structures and Algorithms: Elevate your programming skills by mastering advanced data structures and algorithms in Scala. From sets and maps to trees and graphs, learn how to solve intricate problems using Scala's powerful abstractions. 5. Building Robust Applications: Explore best practices for structuring and organizing your Scala projects. Gain insights into error handling, testing, and writing code that is not only functional but also robust and easy to maintain. 6. Leveraging Scala's Ecosystem: Maximize your productivity by exploring the vibrant ecosystem of Scala libraries and frameworks. From web development to data analysis, discover tools that will help you create software efficiently and effectively. 7. Type System and Advanced Language Features: Dive into Scala's sophisticated type system and explore advanced language features like implicits and type classes. Craft expressive, type-safe code that reflects the elegance of Scala. 8. Performance Optimization: Master the art of optimizing Scala applications for top-notch performance. Learn profiling techniques, memory management, and concurrency tuning to ensure your software runs efficiently. 9. Deployment and DevOps: Navigate the landscape of deploying Scala applications to various environments. Discover containerization and adopt DevOps practices that streamline your development-to-production pipeline. Who This Book Is For: "Mastering Scala" is an indispensable companion for developers of all skill levels who are passionate about mastering the Scala programming language. Whether you're a novice programmer or an experienced coder eager to embrace Scala's unique features, this book will guide you through the language's intricacies and empower you to create sophisticated, high-performance software.
Mastering The Art Of Scala Programming Unraveling The Secrets Of Expert Level Programming
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Author : Steve Jones
language : en
Publisher: Walzone Press
Release Date : 2025-02-15
Mastering The Art Of Scala Programming Unraveling The Secrets Of Expert Level Programming written by Steve Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-15 with Computers categories.
Unlock the full potential of Scala with "Mastering the Art of Scala Programming: Unraveling the Secrets of Expert-Level Programming." This book meticulously guides seasoned developers through the advanced nuances of Scala, helping them harness its powerful features to build scalable, maintainable, and high-performance applications. With a focus on both functional and object-oriented paradigms, it offers a detailed exploration of sophisticated techniques such as metaprogramming, concurrency, and large-scale systems design, ensuring you are equipped to tackle complex programming challenges with confidence. Each chapter is crafted to deepen your understanding of Scala's robust ecosystem, from mastering Scala’s type system and optimizing its collections and data structures, to leveraging domain-specific languages and achieving seamless interoperability with Java and other JVM languages. Real-world examples, case studies, and expert insights provide the context needed to apply these advanced strategies in practice, transforming your approach to software architecture and design. This practical focus ensures you not only learn theory but also see how these techniques are implemented in professional environments. Whether enhancing your testing strategies, managing memory efficiently, or optimizing application performance, this comprehensive guide serves as an invaluable resource for any developer seeking to elevate their skillset. With "Mastering the Art of Scala Programming," you stand to gain a profound comprehension of the language’s capabilities, empowering you to create elegant, efficient solutions in a fast-evolving technical landscape. Embrace the opportunity to become a leading expert in Scala and redefine what is possible in your software development projects.
Scala Programming Mastery A Definitive Guide To Programming Essentials
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-07
Scala Programming Mastery A Definitive Guide To Programming Essentials written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-07 with Computers categories.
"Scala Programming Mastery: A Definitive Guide to Programming Essentials" is the ultimate resource for developers determined to excel in the Scala programming language. This expertly crafted guide delves into Scala's extensive capabilities, merging object-oriented and functional programming paradigms with advanced topics like concurrency, design patterns, and smooth interoperability with both Java and JavaScript ecosystems. Whether you're a beginner or transitioning from another language, this book offers a clear, systematic exploration of Scala's syntax, control structures, collections, and much more. Emphasizing best practices and practical examples, each chapter builds upon the knowledge gained previously, ensuring a thorough understanding of Scala's elegant and powerful features. Step into the world of Scala programming with this definitive guide and harness the ability to create robust, scalable, and maintainable applications. Embrace the future of software development with "Scala Programming Mastery: A Definitive Guide to Programming Essentials" and become a part of the proficient Scala developer community.
Mastering Akka
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Author : Christian Baxter
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-10-21
Mastering Akka written by Christian Baxter 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 2016-10-21 with Computers categories.
Master the art of creating scalable, concurrent, and reactive applications using Akka About This Book This book will help you cure anemic models with domain-driven design We cover major Akka programming concepts such as concurrency, scalability, and reactivity You will learn concepts like Event Sourcing and CQRS via Akka Persistence, Akka Streams, Akka Http as well as Akka Clustering Who This Book Is For If you want to use the Lightbend platform to create highly performant reactive applications, then this book is for you. If you are a Scala developer looking for techniques to use all features of the new Akka release and want to incorporate these solutions in your current or new projects, then this book is for you. Expert Java developers who want to build scalable, concurrent, and reactive application will find this book helpful. What You Will Learn Use Akka actors to enable parallel execution Build out domain-driven design based components like entities and aggregates Respond to command requests on that aggregate root that affect the internal state Leverage Akka Persistence, protobuf and Cassandra to save the persistent state of you entities Build out complex processing graphs with the Graph Builder DSL Understand the dynamic push/pull nature of backpressure handling within Akka Streams Route HTTP requests to an actor and return a response Deploy actor instances across a set of nodes via ConductR for high availability In Detail For a programmer, writing multi-threaded applications is critical as it is important to break large tasks into smaller ones and run them simultaneously. Akka is a distributed computing toolkit that uses the abstraction of the Actor model, enabling developers to build correct, concurrent, and distributed applications using Java and Scala with ease. The book begins with a quick introduction that simplifies concurrent programming with actors. We then proceed to master all aspects of domain-driven design. We'll teach you how to scale out with Akka Remoting/Clustering. Finally, we introduce Conductr as a means to deploy to and manage microservices across a cluster. Style and approach This comprehensive, fast-paced guide is packed with several real-world use cases that will help you understand concepts, issues, and resolutions while using Akka to create highly performant, scalable, and concurrency-proof reactive applications.
Mastering Play Framework For Scala
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Author : Shiti Saxena
language : en
Publisher: Packt Publishing Ltd
Release Date : 2015-05-29
Mastering Play Framework For Scala written by Shiti Saxena 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 2015-05-29 with Computers categories.
This book is intended for those developers who are keen to master the internal workings of Play Framework to effectively build and deploy web-related apps.
Mastering Play Framework For Scala
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Author : Shiti Saxena
language : en
Publisher:
Release Date : 2015-05-29
Mastering Play Framework For Scala written by Shiti Saxena and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-29 with Computers categories.
This book is intended for those developers who are keen to master the internal workings of Play Framework to effectively build and deploy web-related apps.
Mastering Apache Spark 2 X
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Author : Romeo Kienzler
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-07-26
Mastering Apache Spark 2 X written by Romeo Kienzler 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 2017-07-26 with Computers categories.
Advanced analytics on your Big Data with latest Apache Spark 2.x About This Book An advanced guide with a combination of instructions and practical examples to extend the most up-to date Spark functionalities. Extend your data processing capabilities to process huge chunk of data in minimum time using advanced concepts in Spark. Master the art of real-time processing with the help of Apache Spark 2.x Who This Book Is For If you are a developer with some experience with Spark and want to strengthen your knowledge of how to get around in the world of Spark, then this book is ideal for you. Basic knowledge of Linux, Hadoop and Spark is assumed. Reasonable knowledge of Scala is expected. What You Will Learn Examine Advanced Machine Learning and DeepLearning with MLlib, SparkML, SystemML, H2O and DeepLearning4J Study highly optimised unified batch and real-time data processing using SparkSQL and Structured Streaming Evaluate large-scale Graph Processing and Analysis using GraphX and GraphFrames Apply Apache Spark in Elastic deployments using Jupyter and Zeppelin Notebooks, Docker, Kubernetes and the IBM Cloud Understand internal details of cost based optimizers used in Catalyst, SystemML and GraphFrames Learn how specific parameter settings affect overall performance of an Apache Spark cluster Leverage Scala, R and python for your data science projects In Detail Apache Spark is an in-memory cluster-based parallel processing system that provides a wide range of functionalities such as graph processing, machine learning, stream processing, and SQL. This book aims to take your knowledge of Spark to the next level by teaching you how to expand Spark's functionality and implement your data flows and machine/deep learning programs on top of the platform. The book commences with an overview of the Spark ecosystem. It will introduce you to Project Tungsten and Catalyst, two of the major advancements of Apache Spark 2.x. You will understand how memory management and binary processing, cache-aware computation, and code generation are used to speed things up dramatically. The book extends to show how to incorporate H20, SystemML, and Deeplearning4j for machine learning, and Jupyter Notebooks and Kubernetes/Docker for cloud-based Spark. During the course of the book, you will learn about the latest enhancements to Apache Spark 2.x, such as interactive querying of live data and unifying DataFrames and Datasets. You will also learn about the updates on the APIs and how DataFrames and Datasets affect SQL, machine learning, graph processing, and streaming. You will learn to use Spark as a big data operating system, understand how to implement advanced analytics on the new APIs, and explore how easy it is to use Spark in day-to-day tasks. Style and approach This book is an extensive guide to Apache Spark modules and tools and shows how Spark's functionality can be extended for real-time processing and storage with worked examples.
Mastering The Art Of Nix Programming Unraveling The Secrets Of Expert Level Programming
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Author : Steve Jones
language : en
Publisher: Walzone Press
Release Date : 2025-02-19
Mastering The Art Of Nix Programming Unraveling The Secrets Of Expert Level Programming written by Steve Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-19 with Computers categories.
In the intricate world of software development, "Mastering the Art of Nix Programming: Unraveling the Secrets of Expert-Level Programming" stands out as a definitive guide for advanced programmers seeking to elevate their craft. This meticulously crafted volume delves deep into sophisticated programming paradigms with a focus on Nix, offering readers unparalleled insights into both the theoretical and practical aspects of modern software engineering. From advanced functional programming to low-level systems optimization, this book equips developers with the foundational and cutting-edge techniques necessary to tackle the complexities of today's evolving technological landscape. Each chapter of this book is a journey through specific expert-level domains, meticulously unpacking topics such as asynchronous programming, metaprogramming, and secure coding practices. Readers are guided through intricate concepts like concurrency and parallelism in Nix, advanced design patterns, and robust testing strategies, all enriched with real-world applications and case studies. The structured progression ensures that each technique builds upon the last, enabling developers to integrate these advanced skills into their own work effectively and efficiently. For professionals committed to excellence in their field, this book is an essential resource that transcends traditional programming manuals. By providing a clear, concise, and comprehensive exploration of Nix programming's most challenging areas, it empowers software engineers, system architects, and IT professionals to not only enhance their existing skill sets but also to pioneer innovative solutions in their projects. Join the ranks of the few who truly master the art of expert-level programming with this indispensable guide.