Learning Predictive Analytics with R
R is statistical software that is used for data analysis. There are two main types of learning from data: unsupervised learning, where the structure of data is extracted automatically; and supervised learning, where a labeled part of the data is used to learn the relationship or scores in a target attribute. As important information is often hidden in a lot of data, R helps to extract that information with its many standard and cutting-edge statistical functions. This book is packed with easy-to-follow guidelines that explain the workings of the many key data mining tools of R, which are used to discover knowledge from your data. ...
R is statistical software that is used for data analysis. There are two main types of learning from data: unsupervised learning, where the structure of data is extracted automatically; and supervised learning, where a labeled part of the data is used to learn the relationship or scores in a target attribute. As important information is often hidden in a lot of data, R helps to extract that information with its many standard and cutting-edge statistical functions. This book is packed with easy-to-follow guidelines that explain the workings of the many key data mining tools of R, which are used to discover knowledge from your data. ...
Learning Redis
This book will introduce Redis and help you understand its various facets. Starting with an introduction to NoSQL, you will learn how to install Redis and how to classify and work with data structures. By working with real world scenarios pertaining to using Redis, you will discover sharding and indexing techniques, along with how to improve scalability and performance through persistent strategies and data migration techniques. With the help of multiple examples, you will learn to design web and business applications. You will also learn how to configure Redis for setting up clusters and tuning it for performance. At the end of this book, you will find essential tips on backup and recovery strategies for the Redis environment. ...
This book will introduce Redis and help you understand its various facets. Starting with an introduction to NoSQL, you will learn how to install Redis and how to classify and work with data structures. By working with real world scenarios pertaining to using Redis, you will discover sharding and indexing techniques, along with how to improve scalability and performance through persistent strategies and data migration techniques. With the help of multiple examples, you will learn to design web and business applications. You will also learn how to configure Redis for setting up clusters and tuning it for performance. At the end of this book, you will find essential tips on backup and recovery strategies for the Redis environment. ...
Learning RSLogix 5000 Programming
RSLogix 5000 and Studio 5000's Logix Designer are user-friendly interfaces used for programming the current generation of Rockwell Automation Controllers including ControlLogix, CompactLogix, and SoftLogix. When engineering automation solutions using Logix, it is important to study the changes to the platform introduced with Studio 5000 and the various controllers, modules, and form factors available today. RSLogix 5000 programming packages help you maximize performance, save project development time, and improve productivity. This book provides a detailed overview of the Logix platform including ControlLogix, CompactLogix, and SoftLogix and explains the significant changes introduced in Studio 5000. A clear understanding of the recent Logix platform changes is critical for anyone developing a Rockwell Automation solution. It provides an easy-to-follow, step-by-step approach to learning the essential Logix hardware and software components and provides beginners with a solid foundati ...
RSLogix 5000 and Studio 5000's Logix Designer are user-friendly interfaces used for programming the current generation of Rockwell Automation Controllers including ControlLogix, CompactLogix, and SoftLogix. When engineering automation solutions using Logix, it is important to study the changes to the platform introduced with Studio 5000 and the various controllers, modules, and form factors available today. RSLogix 5000 programming packages help you maximize performance, save project development time, and improve productivity. This book provides a detailed overview of the Logix platform including ControlLogix, CompactLogix, and SoftLogix and explains the significant changes introduced in Studio 5000. A clear understanding of the recent Logix platform changes is critical for anyone developing a Rockwell Automation solution. It provides an easy-to-follow, step-by-step approach to learning the essential Logix hardware and software components and provides beginners with a solid foundati ...
Learning Underscore.js
Underscore.js is one of the most popular modern JavaScript libraries used for functional programming. It can be used as a base for building complex JavaScript applications in a sustainable manner and for building other JavaScript libraries. It embraces functional programming principles but is not opinionated and can be used with imperative, object-oriented, functional, or other programming styles. This book explores how to use Underscore.js to power your code and understand modern JavaScript development concepts while applying a lightweight and efficient workflow to build applications. The book starts with an incremental Underscore.js introduction by exploring key JavaScript concepts. You will then explore the basic features of Underscore.js in action and establish a lightweight development workflow that allows the provided examples to be guided by tests. The book then covers the functionality of Underscore.js with in-depth examples and explanations for understanding and applying ...
Underscore.js is one of the most popular modern JavaScript libraries used for functional programming. It can be used as a base for building complex JavaScript applications in a sustainable manner and for building other JavaScript libraries. It embraces functional programming principles but is not opinionated and can be used with imperative, object-oriented, functional, or other programming styles. This book explores how to use Underscore.js to power your code and understand modern JavaScript development concepts while applying a lightweight and efficient workflow to build applications. The book starts with an incremental Underscore.js introduction by exploring key JavaScript concepts. You will then explore the basic features of Underscore.js in action and establish a lightweight development workflow that allows the provided examples to be guided by tests. The book then covers the functionality of Underscore.js with in-depth examples and explanations for understanding and applying ...
Learning VMware vCloud Air
VMware vCloud Air is a cloud offering by VMware that provides you with the flexibility and agility to create and manage your virtualized workloads with ease on a VMware-backed cloud platform. This book starts off by providing you with a few key features and benefits of cloud computing, along with some interesting real-world use cases. You'll walk through how to integrate your vCloud Air with either an on-premise VMware-based private cloud or a different public cloud provider. Next, you'll explore the performance and workloads of your vCloud Air instance using VMware vRealize Operations Manager. Finally, you'll also learn how to leverage vCloud Air's Disaster Recovery as a Service (DRaaS) offering. ...
VMware vCloud Air is a cloud offering by VMware that provides you with the flexibility and agility to create and manage your virtualized workloads with ease on a VMware-backed cloud platform. This book starts off by providing you with a few key features and benefits of cloud computing, along with some interesting real-world use cases. You'll walk through how to integrate your vCloud Air with either an on-premise VMware-based private cloud or a different public cloud provider. Next, you'll explore the performance and workloads of your vCloud Air instance using VMware vRealize Operations Manager. Finally, you'll also learn how to leverage vCloud Air's Disaster Recovery as a Service (DRaaS) offering. ...
Linux Shell Scripting Essentials
Shell scripting is a quick method to prototype complex applications or problems. Shell scripts are a collection of commands to automate tasks, usually those for which the user has a repeated need, when working on Linux-based systems. Using simple commands or a combination of them in a shell can solve complex problems easily. This book starts with the basics, including essential commands that can be executed on Linux systems to perform tasks within a few nanoseconds. You'll learn to use outputs from commands and transform them to show the data you require. Discover how to write shell scripts easily, execute script files, debug, and handle errors. Next, you'll explore environment variables in shell programming and learn how to customize them and add a new environment. Finally, the book walks you through processes and how these interact with your shell scripts, along with how to use scripts to automate tasks and how to embed other languages and execute them. ...
Shell scripting is a quick method to prototype complex applications or problems. Shell scripts are a collection of commands to automate tasks, usually those for which the user has a repeated need, when working on Linux-based systems. Using simple commands or a combination of them in a shell can solve complex problems easily. This book starts with the basics, including essential commands that can be executed on Linux systems to perform tasks within a few nanoseconds. You'll learn to use outputs from commands and transform them to show the data you require. Discover how to write shell scripts easily, execute script files, debug, and handle errors. Next, you'll explore environment variables in shell programming and learn how to customize them and add a new environment. Finally, the book walks you through processes and how these interact with your shell scripts, along with how to use scripts to automate tasks and how to embed other languages and execute them. ...
Lucene 4 Cookbook
Lucene 4 Cookbook is a practical guide that shows you how to build a scalable search engine for your application, from an internal documentation search to a wide-scale web implementation with millions of records. Starting with helping you to successfully install Apache Lucene, it will guide you through creating your first search application. Furthermore, the book walks you through analyzing your text and indexing your data to leverage the performance of your search application. As you progress through the chapters, you will learn to effectively search your indexes and successfully employ real-time searching. The chapters start off with simple concepts and build up to complex solutions that should help you on your way to becoming a search engine expert. ...
Lucene 4 Cookbook is a practical guide that shows you how to build a scalable search engine for your application, from an internal documentation search to a wide-scale web implementation with millions of records. Starting with helping you to successfully install Apache Lucene, it will guide you through creating your first search application. Furthermore, the book walks you through analyzing your text and indexing your data to leverage the performance of your search application. As you progress through the chapters, you will learn to effectively search your indexes and successfully employ real-time searching. The chapters start off with simple concepts and build up to complex solutions that should help you on your way to becoming a search engine expert. ...
Lync Server Cookbook
This book begins with the fundamental security-related tasks you should be aware of when working with Lync, before moving on to walk you through the authentication mechanisms. You will get hands-on experience with the steps required to integrate Lync with Office 365, Exchange, or trusted forests. You will explore how to use various tools such as the Bandwidth calculator, Lync resource kit tools, stress and performance tools, and planning tools that will help you to manage complex Lync features such as enterprise voice. This book will take you through designing a Lync solution right from assessing the existing infrastructure and capturing the requirements through to planning for user-training. Finally, the book concludes by showing you how to control and manage your networks and introduces you to various debugging tools such as Wireshark, CLSController, and more. The book aims at empowering you to successfully manage your Lync deployments with ease. ...
This book begins with the fundamental security-related tasks you should be aware of when working with Lync, before moving on to walk you through the authentication mechanisms. You will get hands-on experience with the steps required to integrate Lync with Office 365, Exchange, or trusted forests. You will explore how to use various tools such as the Bandwidth calculator, Lync resource kit tools, stress and performance tools, and planning tools that will help you to manage complex Lync features such as enterprise voice. This book will take you through designing a Lync solution right from assessing the existing infrastructure and capturing the requirements through to planning for user-training. Finally, the book concludes by showing you how to control and manage your networks and introduces you to various debugging tools such as Wireshark, CLSController, and more. The book aims at empowering you to successfully manage your Lync deployments with ease. ...
Make a 2D RPG in a Weekend
Make a 2D RPG in a Weekend shows you how to create your very own dungeon crawler game in RPG Maker VX Ace in a single weekend. The entire process, from start to finish, is covered within this book. You will see a variety of dungeon maps and events, all broken down for your convenience. One of the hardest parts of game development is actually finishing a game, but it is also one of the most important steps on the way to becoming a game developer. If you have yet to finish a game, this book will give you the confidence and resources you need to finally be able to create your very own RPG. Once you've completed the game in this book, you'll be able to modify it as much as you like, adding new monsters and quests, and you'll have the skills to go on to create your second game all by yourself. ...
Make a 2D RPG in a Weekend shows you how to create your very own dungeon crawler game in RPG Maker VX Ace in a single weekend. The entire process, from start to finish, is covered within this book. You will see a variety of dungeon maps and events, all broken down for your convenience. One of the hardest parts of game development is actually finishing a game, but it is also one of the most important steps on the way to becoming a game developer. If you have yet to finish a game, this book will give you the confidence and resources you need to finally be able to create your very own RPG. Once you've completed the game in this book, you'll be able to modify it as much as you like, adding new monsters and quests, and you'll have the skills to go on to create your second game all by yourself. ...
Managing Microsoft Hybrid Clouds
Hybrid cloud is the number one deployment model for the near future. Microsoft Azure connected to Windows Server and System Center offers benefits such as cost-effective backup, disaster recovery, and agility. Discover the full power of cloud computing and Microsoft Azure Infrastructure Services (IaaS) with this easy-to-follow guide. We take you through each step, all the way from giving you a good understanding of cloud computers to being able to connect Azure with your on-premises data center. Using clearly illustrated examples, you are taken through how to manage a Microsoft Hybrid Cloud. Beginning with how to set up site to site VPN connections to Azure, we move on to creating virtual machines and networks and automate this. Managing Microsoft Hybrid Clouds will answer all your questions on Azure and how to benefit from a hybrid cloud. This book will teach you how to connect on-premises Windows Server and System Center to Azure. It shows the strength of Azure but also explain ...
Hybrid cloud is the number one deployment model for the near future. Microsoft Azure connected to Windows Server and System Center offers benefits such as cost-effective backup, disaster recovery, and agility. Discover the full power of cloud computing and Microsoft Azure Infrastructure Services (IaaS) with this easy-to-follow guide. We take you through each step, all the way from giving you a good understanding of cloud computers to being able to connect Azure with your on-premises data center. Using clearly illustrated examples, you are taken through how to manage a Microsoft Hybrid Cloud. Beginning with how to set up site to site VPN connections to Azure, we move on to creating virtual machines and networks and automate this. Managing Microsoft Hybrid Clouds will answer all your questions on Azure and how to benefit from a hybrid cloud. This book will teach you how to connect on-premises Windows Server and System Center to Azure. It shows the strength of Azure but also explain ...