Reinforcement and Systemic Machine Learning for Decision Making
There are always difficulties in making machines that learn from experience. Complete information is not always available - or it becomes available in bits and pieces over a period of time. With respect to systemic learning, there is a need to understand the impact of decisions and actions on a system over that period of time. This book takes a holistic approach to addressing that need and presents a new paradigm - creating new learning applications and, ultimately, more intelligent machines. The first book of its kind in this new and growing field, Reinforcement and Systemic Machine Learning for Decision Making focuses on the specialized research area of machine learning and systemic machine learning. It addresses reinforcement learning and its applications, incremental machine learning, repetitive failure-correction mechanisms, and multiperspective decision making. ...
There are always difficulties in making machines that learn from experience. Complete information is not always available - or it becomes available in bits and pieces over a period of time. With respect to systemic learning, there is a need to understand the impact of decisions and actions on a system over that period of time. This book takes a holistic approach to addressing that need and presents a new paradigm - creating new learning applications and, ultimately, more intelligent machines. The first book of its kind in this new and growing field, Reinforcement and Systemic Machine Learning for Decision Making focuses on the specialized research area of machine learning and systemic machine learning. It addresses reinforcement learning and its applications, incremental machine learning, repetitive failure-correction mechanisms, and multiperspective decision making. ...
Drools JBoss Rules 5.X Developer's Guide
Writing business rules has always been a challenging task. Business rules tend to change often leading to a maintenance nightmare. This book shows you various ways to code your business rules using Drools, the open source Business Rules Management System. Drools JBoss Rules 5.X Developer's Guide shows various features of the Drools platform by walking the reader through several real-world examples. Each chapter elaborates on different aspects of the Drools platform. The reader will also learn about the inner workings of Drools and its implementation of the Rete algorithm. ...
Writing business rules has always been a challenging task. Business rules tend to change often leading to a maintenance nightmare. This book shows you various ways to code your business rules using Drools, the open source Business Rules Management System. Drools JBoss Rules 5.X Developer's Guide shows various features of the Drools platform by walking the reader through several real-world examples. Each chapter elaborates on different aspects of the Drools platform. The reader will also learn about the inner workings of Drools and its implementation of the Rete algorithm. ...
FreeSWITCH 1.2
FreeSWITCH is an open source telephony platform designed to facilitate the creation of voice and chat-driven products, scaling from a soft-phone to a PBX and even up to an enterprise-class soft-switch. It is always exciting to design and build your own telephony system to suit your needs, but the task is time-consuming and involves a lot of technical skill. FreeSWITCH 1.2 comes to your rescue to help you set up a telephony system quickly and securely using FreeSWITCH. It is rich with practical examples and will give you all of the information and skills needed to implement your own PBX system. ...
FreeSWITCH is an open source telephony platform designed to facilitate the creation of voice and chat-driven products, scaling from a soft-phone to a PBX and even up to an enterprise-class soft-switch. It is always exciting to design and build your own telephony system to suit your needs, but the task is time-consuming and involves a lot of technical skill. FreeSWITCH 1.2 comes to your rescue to help you set up a telephony system quickly and securely using FreeSWITCH. It is rich with practical examples and will give you all of the information and skills needed to implement your own PBX system. ...
Droid 2 For Dummies
The highly anticipated arrival of the Droid 2 runs on the latest version of Google's mobile operating system and boasts a suite of apps that wirelessly synchronize with Gmail, Calendar, Contacts, Maps, and Microsoft Exchange. Ultimate For Dummies author Dan Gookin shows you how to maximize the performance of your Droid 2 smartphone in his unique fun-and-friendly manner, holding your hand the entire way. Sure, the basics of setup and configuration are covered, but you'll also explore texting, e-mailing, accessing the Internet, using maps and navigation, syncing with a PC, and more. Gookin's accessible and fun writing style strikes a perfect balance for explaining important content in a way that is easily digestible. ...
The highly anticipated arrival of the Droid 2 runs on the latest version of Google's mobile operating system and boasts a suite of apps that wirelessly synchronize with Gmail, Calendar, Contacts, Maps, and Microsoft Exchange. Ultimate For Dummies author Dan Gookin shows you how to maximize the performance of your Droid 2 smartphone in his unique fun-and-friendly manner, holding your hand the entire way. Sure, the basics of setup and configuration are covered, but you'll also explore texting, e-mailing, accessing the Internet, using maps and navigation, syncing with a PC, and more. Gookin's accessible and fun writing style strikes a perfect balance for explaining important content in a way that is easily digestible. ...
Bazaar Version Control
Bazaar is a version control system that enables you to track your changes, browse the history of revisions, or revert to a previous state with ease. You can benefit greatly from the principles and practical uses of version control with Bazaar in any software project. This book will walk you through the principles and basic and advanced operations of version control, taking a step-by-step approach covering increasingly complex topics and situations of collaboration. Packed with examples, the book aims to give you a thorough understanding of the subject in order to get you fully comfortable using this powerful, highly intuitive and consistent tool in any project and workflow thrown at you. ...
Bazaar is a version control system that enables you to track your changes, browse the history of revisions, or revert to a previous state with ease. You can benefit greatly from the principles and practical uses of version control with Bazaar in any software project. This book will walk you through the principles and basic and advanced operations of version control, taking a step-by-step approach covering increasingly complex topics and situations of collaboration. Packed with examples, the book aims to give you a thorough understanding of the subject in order to get you fully comfortable using this powerful, highly intuitive and consistent tool in any project and workflow thrown at you. ...
PHP Programming with PEAR
PEAR is the PHP Extension and Application Repository, and is a framework and distribution system for reusable, high-quality PHP components, available in the form of packages. In this book, you will learn how to use a number of the most powerful PEAR packages available to boost your PHP development productivity. By focusing on these packages for key development activities, this book is an in-depth guide to getting the most from these powerful coding resources. ...
PEAR is the PHP Extension and Application Repository, and is a framework and distribution system for reusable, high-quality PHP components, available in the form of packages. In this book, you will learn how to use a number of the most powerful PEAR packages available to boost your PHP development productivity. By focusing on these packages for key development activities, this book is an in-depth guide to getting the most from these powerful coding resources. ...
Hacking Vim 7.2
Vim is one of the most powerful open-source editors used by programmers and system administrators around the world. While Vim itself is inherently a powerful editor, personalizing it to suit your needs can be a daunting task. However, it is possible to do so with the help of this book. This book contains examples that cover everything from personalizing Vim according to the your work cycle to optimizations that will boost the your productivity. The main focus of this book is to make your life, as a Vim user, easier. ...
Vim is one of the most powerful open-source editors used by programmers and system administrators around the world. While Vim itself is inherently a powerful editor, personalizing it to suit your needs can be a daunting task. However, it is possible to do so with the help of this book. This book contains examples that cover everything from personalizing Vim according to the your work cycle to optimizations that will boost the your productivity. The main focus of this book is to make your life, as a Vim user, easier. ...
Making Java Groovy
You don't need the full force of Java when you're writing a build script, a simple system utility, or a lightweight web app—but that's where Groovy shines brightest. This elegant JVM-based dynamic language extends and simplifies Java so you can concentrate on the task at hand instead of managing minute details and unnecessary complexity. Making Java Groovy is a practical guide for developers who want to benefit from Groovy in their work with Java. It starts by introducing the key differences between Java and Groovy and how to use them to your advantage. Then, you'll focus on the situations you face every day, like consuming and creating RESTful web services, working with databases, and using the Spring framework. You'll also explore the great Groovy tools for build processes, testing, and deployment and learn how to write Groovy-based domain-specific languages that simplify Java development. ...
You don't need the full force of Java when you're writing a build script, a simple system utility, or a lightweight web app—but that's where Groovy shines brightest. This elegant JVM-based dynamic language extends and simplifies Java so you can concentrate on the task at hand instead of managing minute details and unnecessary complexity. Making Java Groovy is a practical guide for developers who want to benefit from Groovy in their work with Java. It starts by introducing the key differences between Java and Groovy and how to use them to your advantage. Then, you'll focus on the situations you face every day, like consuming and creating RESTful web services, working with databases, and using the Spring framework. You'll also explore the great Groovy tools for build processes, testing, and deployment and learn how to write Groovy-based domain-specific languages that simplify Java development. ...
Play for Scala
Play is a Scala web framework with built-in advantages: Scala's strong type system helps deliver bug-free code, and the Akka framework helps achieve hassle-free concurrency and peak performance. Play builds on the web's stateless nature for excellent scalability, and because it is event-based and nonblocking, you'll find it to be great for near real-time applications. Play for Scala teaches you to build Scala-based web applications using Play 2. It gets you going with a comprehensive overview example. It then explores each facet of a typical Play application by walking through sample code snippets and adding features to a running example. Along the way, you'll deepen your knowledge of Scala and learn to work with tools like Akka. Written for readers familiar with Scala and web-based application architectures. No knowledge of Play is assumed. ...
Play is a Scala web framework with built-in advantages: Scala's strong type system helps deliver bug-free code, and the Akka framework helps achieve hassle-free concurrency and peak performance. Play builds on the web's stateless nature for excellent scalability, and because it is event-based and nonblocking, you'll find it to be great for near real-time applications. Play for Scala teaches you to build Scala-based web applications using Play 2. It gets you going with a comprehensive overview example. It then explores each facet of a typical Play application by walking through sample code snippets and adding features to a running example. Along the way, you'll deepen your knowledge of Scala and learn to work with tools like Akka. Written for readers familiar with Scala and web-based application architectures. No knowledge of Play is assumed. ...
Microsoft Dynamics CRM 2011 Cookbook
Without a comprehensive understanding of deployment scenarios and steps, it is really difficult to install and maintain Dynamics CRM 2011 within complex IT infrastructures. Done badly, it can cause serious future maintenance and optimization issues. Administration of CRM systems is equally complex and important; unless efficiently done, it can create fuss in the system and potentially bring down end user satisfaction. Configuration and customization of the system has to be done very carefully too so that it can meet the functional needs appropriately. ...
Without a comprehensive understanding of deployment scenarios and steps, it is really difficult to install and maintain Dynamics CRM 2011 within complex IT infrastructures. Done badly, it can cause serious future maintenance and optimization issues. Administration of CRM systems is equally complex and important; unless efficiently done, it can create fuss in the system and potentially bring down end user satisfaction. Configuration and customization of the system has to be done very carefully too so that it can meet the functional needs appropriately. ...