Scala eBooks
Scala for Machine Learning
The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies. The book begins with an introduction to the functional capabilities of the Scala programming language that are critical to the creation of machine learning algorithms such as dependency injection and implicits. Next, you'll learn about data preprocessing and filtering techniques. Following this, you'll move on to clustering and dimension reduction, Naïve Bayes, regression models, sequential data, regularization and kernelization, support vector machines, neural networks, generic algorithms, and re-enforcement learning. A review of the Akka framework and Apache Spark clusters concludes the tutorial. ...
The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies. The book begins with an introduction to the functional capabilities of the Scala programming language that are critical to the creation of machine learning algorithms such as dependency injection and implicits. Next, you'll learn about data preprocessing and filtering techniques. Following this, you'll move on to clustering and dimension reduction, Naïve Bayes, regression models, sequential data, regularization and kernelization, support vector machines, neural networks, generic algorithms, and re-enforcement learning. A review of the Akka framework and Apache Spark clusters concludes the tutorial. ...
HBase Design Patterns
With the increasing use of NoSQL in general and HBase in particular, knowing how to build practical applications depends on the application of design patterns. These patterns, distilled from extensive practical experience of multiple demanding projects, guarantee the correctness and scalability of the HBase application. They are also generally applicable to most NoSQL databases. Starting with the basics, this book will show you how to install HBase in different node settings. You will then be introduced to key generation and management and the storage of large files in HBase. Moving on, this book will delve into the principles of using time-based data in HBase, and show you some cases on denormalization of data while working with HBase. Finally, you will learn how to translate the familiar SQL design practices into the NoSQL world. With this concise guide, you will get a better idea of typical storage patterns, application design templates, HBase explorer in multiple scenarios with ...
With the increasing use of NoSQL in general and HBase in particular, knowing how to build practical applications depends on the application of design patterns. These patterns, distilled from extensive practical experience of multiple demanding projects, guarantee the correctness and scalability of the HBase application. They are also generally applicable to most NoSQL databases. Starting with the basics, this book will show you how to install HBase in different node settings. You will then be introduced to key generation and management and the storage of large files in HBase. Moving on, this book will delve into the principles of using time-based data in HBase, and show you some cases on denormalization of data while working with HBase. Finally, you will learn how to translate the familiar SQL design practices into the NoSQL world. With this concise guide, you will get a better idea of typical storage patterns, application design templates, HBase explorer in multiple scenarios with ...
Programming Scala, 2nd Edition
Get up to speed on Scala the JVM language that offers all the benefits of a modern object model, functional programming, and an advanced type system. Packed with code examples, this comprehensive book shows you how to be productive with the language and ecosystem right away, and explains why Scala is ideal for today's highly scalable, data-centric applications that support concurrency and distribution. This second edition covers recent language features, with new chapters on pattern matching, comprehensions, and advanced functional programming. You'll also learn about Scala's command-line tools, third-party tools, libraries, and language - aware plugins for editors and IDEs. This book is ideal for beginning and advanced Scala developers alike. ...
Get up to speed on Scala the JVM language that offers all the benefits of a modern object model, functional programming, and an advanced type system. Packed with code examples, this comprehensive book shows you how to be productive with the language and ecosystem right away, and explains why Scala is ideal for today's highly scalable, data-centric applications that support concurrency and distribution. This second edition covers recent language features, with new chapters on pattern matching, comprehensions, and advanced functional programming. You'll also learn about Scala's command-line tools, third-party tools, libraries, and language - aware plugins for editors and IDEs. This book is ideal for beginning and advanced Scala developers alike. ...
Learning Scala
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. ...
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. ...
Designing for Scalability with Erlang/OTP
Design and build complex, scalable commercial-grade systems with the Open Telecom Platform (OTP), the open source system developed by Ericsson and written in Erlang. With this hands-on book, you'll learn how to apply OTP libraries and techniques to develop concurrent, fault-tolerant systems with no single point of failure. Written by the authors of O'Reilly's Erlang Programming, including a member of OTP's R1 release team, this guide takes you through the basics of OTP and Erlang Design Patterns, and demonstrates how the platform can be used in a wide range of industries. If you have Erlang experience, you'll learn how to overcome key obstacles in OTP that have thwarted many other developers. ...
Design and build complex, scalable commercial-grade systems with the Open Telecom Platform (OTP), the open source system developed by Ericsson and written in Erlang. With this hands-on book, you'll learn how to apply OTP libraries and techniques to develop concurrent, fault-tolerant systems with no single point of failure. Written by the authors of O'Reilly's Erlang Programming, including a member of OTP's R1 release team, this guide takes you through the basics of OTP and Erlang Design Patterns, and demonstrates how the platform can be used in a wide range of industries. If you have Erlang experience, you'll learn how to overcome key obstacles in OTP that have thwarted many other developers. ...
Learning OpenShift
Cloud computing and particularly Platform as a Service is rapidly changing the way software engineers approach software development. Without knowing the gritty details of the operating system and application servers, developers are able to use the OpenShift Online platform to tune performance and achieve scalability while also ensuring that their applications are stable and reliable. This book will guide you through the essential concepts necessary to use the OpenShift platform. Whether you are a seasoned developer with years of experience or just starting to learn how to develop software, this book will provide you with all of the information you need from account creation, installation and configuration of client tools to integrating an IDE with the service, deployment, and management of PHP and Java-based applications. ...
Cloud computing and particularly Platform as a Service is rapidly changing the way software engineers approach software development. Without knowing the gritty details of the operating system and application servers, developers are able to use the OpenShift Online platform to tune performance and achieve scalability while also ensuring that their applications are stable and reliable. This book will guide you through the essential concepts necessary to use the OpenShift platform. Whether you are a seasoned developer with years of experience or just starting to learn how to develop software, this book will provide you with all of the information you need from account creation, installation and configuration of client tools to integrating an IDE with the service, deployment, and management of PHP and Java-based applications. ...
RESTful Java Patterns and Best Practices
The convergence of social networking, cloud computing, and the era of mobile applications has created a generation of emerging technologies that allow different networked devices to communicate with each other over the Internet with REST. REST has the benefits of being stateless; easing scalability, visibility, and reliability; and being platform and language agnostic. This book is a practical, hands-on guide that provides you with clear and pragmatic information to take advantage of the real power of RESTful services and gives you a good foundation for using them in your applications. By comparing APIs from platforms such as Facebook, Twitter, GitHub, and PayPal, the book teaches a range of exciting capabilities with RESTful services and explores the infinite possibilities by using the diverse building blocks and tips covered in various chapters. ...
The convergence of social networking, cloud computing, and the era of mobile applications has created a generation of emerging technologies that allow different networked devices to communicate with each other over the Internet with REST. REST has the benefits of being stateless; easing scalability, visibility, and reliability; and being platform and language agnostic. This book is a practical, hands-on guide that provides you with clear and pragmatic information to take advantage of the real power of RESTful services and gives you a good foundation for using them in your applications. By comparing APIs from platforms such as Facebook, Twitter, GitHub, and PayPal, the book teaches a range of exciting capabilities with RESTful services and explores the infinite possibilities by using the diverse building blocks and tips covered in various chapters. ...
Testing in Scala
If you build your Scala application through Test-Driven Development, you'll quickly see the advantages of testing before you write production code. This hands-on book shows you how to create tests with ScalaTest and the Specs2 - two of the best testing frameworks available - and how to run your tests in the Simple Build Tool (SBT) designed specifically for Scala projects. By building a sample digital jukebox application, you'll discover how to isolate your tests from large subsystems and networks with mocking code, and how to use the ScalaCheck library for automated specification-based testing. If you're familiar with Scala Ruby, or Python, this book is for you. ...
If you build your Scala application through Test-Driven Development, you'll quickly see the advantages of testing before you write production code. This hands-on book shows you how to create tests with ScalaTest and the Specs2 - two of the best testing frameworks available - and how to run your tests in the Simple Build Tool (SBT) designed specifically for Scala projects. By building a sample digital jukebox application, you'll discover how to isolate your tests from large subsystems and networks with mocking code, and how to use the ScalaCheck library for automated specification-based testing. If you're familiar with Scala Ruby, or Python, this book is for you. ...
Developing with Couchbase Server
Today's highly interactive websites pose a challenge for traditional SQL databases - the ability to scale rapidly and serve loads of concurrent users. With this concise guide, you'll learn how to build web applications on top of Couchbase Server 2.0, a NoSQL database that can handle websites and social media where hundreds of thousands of users read and write large volumes of information. Using food recipe information as examples, this book demonstrates how to take advantage of Couchbase's document-oriented database design, and how to store and query data with various CRUD operations. Discover why Couchbase is better than SQL databases with memcached tiers for managing data from the most interactive portions of your application. ...
Today's highly interactive websites pose a challenge for traditional SQL databases - the ability to scale rapidly and serve loads of concurrent users. With this concise guide, you'll learn how to build web applications on top of Couchbase Server 2.0, a NoSQL database that can handle websites and social media where hundreds of thousands of users read and write large volumes of information. Using food recipe information as examples, this book demonstrates how to take advantage of Couchbase's document-oriented database design, and how to store and query data with various CRUD operations. Discover why Couchbase is better than SQL databases with memcached tiers for managing data from the most interactive portions of your application. ...
Windows Server 2012 Hyper-V
Over a short span of time, server virtualization has been one of the most rapidly adopted technologies in IT business. Microsoft Hyper-V is a hardware-assisted hypervisor product, available as a server role in the Windows Server operating system. Windows Server 2012 Hyper-V provides cutting-edge server virtualization features for a scalable, flexible, and highly available virtual machine infrastructure. "Windows Server 2012 Hyper-V: Deploying Hyper-V Enterprise Server Virtualization Platform" is a comprehensive guide, which starts itself from basic virtualization and server consolidation concepts, and then goes deeper for discussing advanced topics, such as a Hyper-V scalability, failover, and virtual machine migration. ...
Over a short span of time, server virtualization has been one of the most rapidly adopted technologies in IT business. Microsoft Hyper-V is a hardware-assisted hypervisor product, available as a server role in the Windows Server operating system. Windows Server 2012 Hyper-V provides cutting-edge server virtualization features for a scalable, flexible, and highly available virtual machine infrastructure. "Windows Server 2012 Hyper-V: Deploying Hyper-V Enterprise Server Virtualization Platform" is a comprehensive guide, which starts itself from basic virtualization and server consolidation concepts, and then goes deeper for discussing advanced topics, such as a Hyper-V scalability, failover, and virtual machine migration. ...
MongoDB: The Definitive Guide, 2nd Edition
Manage the huMONGOus amount of data collected through your web application with MongoDB. This authoritative introduction—written by a core contributor to the project—shows you the many advantages of using document-oriented databases, and demonstrates how this reliable, high-performance system allows for almost infinite horizontal scalability. This updated second edition provides guidance for database developers, advanced configuration for system administrators, and an overview of the concepts and use cases for other people on your project. Ideal for NoSQL newcomers and experienced MongoDB users alike, this guide provides numerous real-world schema design examples. ...
Manage the huMONGOus amount of data collected through your web application with MongoDB. This authoritative introduction—written by a core contributor to the project—shows you the many advantages of using document-oriented databases, and demonstrates how this reliable, high-performance system allows for almost infinite horizontal scalability. This updated second edition provides guidance for database developers, advanced configuration for system administrators, and an overview of the concepts and use cases for other people on your project. Ideal for NoSQL newcomers and experienced MongoDB users alike, this guide provides numerous real-world schema design examples. ...