Learning Apache Mahout
In the past few years the generation of data and our capability to store and process it has grown exponentially. There is a need for scalable analytics frameworks and people with the right skills to get the information needed from this Big Data. Apache Mahout is one of the first and most prominent Big Data machine learning platforms. It implements machine learning algorithms on top of distributed processing platforms such as Hadoop and Spark. Starting with the basics of Mahout and machine learning, you will explore prominent algorithms and their implementation in Mahout development. You will learn about Mahout building blocks, addressing feature extraction, reduction and the curse of dimensionality, delving into classification use cases with the random forest and Naïve Bayes classifier and item and user-based recommendation. You will then work with clustering Mahout using the K-means algorithm and implement Mahout without MapReduce. Finish with a flourish by exploring end-to-end us ...
In the past few years the generation of data and our capability to store and process it has grown exponentially. There is a need for scalable analytics frameworks and people with the right skills to get the information needed from this Big Data. Apache Mahout is one of the first and most prominent Big Data machine learning platforms. It implements machine learning algorithms on top of distributed processing platforms such as Hadoop and Spark. Starting with the basics of Mahout and machine learning, you will explore prominent algorithms and their implementation in Mahout development. You will learn about Mahout building blocks, addressing feature extraction, reduction and the curse of dimensionality, delving into classification use cases with the random forest and Naïve Bayes classifier and item and user-based recommendation. You will then work with clustering Mahout using the K-means algorithm and implement Mahout without MapReduce. Finish with a flourish by exploring end-to-end us ...
Excel VBA 24-Hour Trainer, 2nd Edition
Excel VBA 24-Hour Trainer, 2nd Edition is the quick-start guide to getting more out of Excel, using Visual Basic for Applications. This unique book/video package has been updated with fifteen new advanced video lessons, providing a total of eleven hours of video training and 45 total lessons to teach you the basics and beyond. This self-paced tutorial explains Excel VBA from the ground up, demonstrating with each advancing lesson how you can increase your productivity. Clear, concise, step-by-step instructions are combined with illustrations, code examples, and downloadable workbooks to give you a practical, in-depth learning experience and results that apply to real-world scenarios. ...
Excel VBA 24-Hour Trainer, 2nd Edition is the quick-start guide to getting more out of Excel, using Visual Basic for Applications. This unique book/video package has been updated with fifteen new advanced video lessons, providing a total of eleven hours of video training and 45 total lessons to teach you the basics and beyond. This self-paced tutorial explains Excel VBA from the ground up, demonstrating with each advancing lesson how you can increase your productivity. Clear, concise, step-by-step instructions are combined with illustrations, code examples, and downloadable workbooks to give you a practical, in-depth learning experience and results that apply to real-world scenarios. ...
Patterns, Principles, and Practices of Domain-Driven Design
Methods for managing complex software construction following the practices, principles and patterns of Domain-Driven Design with code examples in C# This book presents the philosophy of Domain-Driven Design (DDD) in a down-to-earth and practical manner for experienced developers building applications for complex domains. A focus is placed on the principles and practices of decomposing a complex problem space as well as the implementation patterns and best practices for shaping a maintainable solution space. You will learn how to build effective domain models through the use of tactical patterns and how to retain their integrity by applying the strategic patterns of DDD. Full end-to-end coding examples demonstrate techniques for integrating a decomposed and distributed solution space while coding best practices and patterns advise you on how to architect applications for maintenance and scale. ...
Methods for managing complex software construction following the practices, principles and patterns of Domain-Driven Design with code examples in C# This book presents the philosophy of Domain-Driven Design (DDD) in a down-to-earth and practical manner for experienced developers building applications for complex domains. A focus is placed on the principles and practices of decomposing a complex problem space as well as the implementation patterns and best practices for shaping a maintainable solution space. You will learn how to build effective domain models through the use of tactical patterns and how to retain their integrity by applying the strategic patterns of DDD. Full end-to-end coding examples demonstrate techniques for integrating a decomposed and distributed solution space while coding best practices and patterns advise you on how to architect applications for maintenance and scale. ...
Learning Puppet Security
As application and server environments become more complex, managing security and compliance becomes a challenging situation. By utilizing Puppet and the tools associated with it, you can simplify and automate many of the more repetitive security-related tasks. Beginning with the simplest cases, you will quickly get up and running by looking at an example Puppet manifest. Moving on, you will learn how to use Puppet to track changes to environments and how this can be used for compliance. As your knowledge increases, you will then get to explore community modules and learn how they can help simplify the deployment of your Puppet environment by using pre-written code contributed by community members. By the end of this book, you will be able to implement a complete centralized logging solution using Logstash and community modules. ...
As application and server environments become more complex, managing security and compliance becomes a challenging situation. By utilizing Puppet and the tools associated with it, you can simplify and automate many of the more repetitive security-related tasks. Beginning with the simplest cases, you will quickly get up and running by looking at an example Puppet manifest. Moving on, you will learn how to use Puppet to track changes to environments and how this can be used for compliance. As your knowledge increases, you will then get to explore community modules and learn how they can help simplify the deployment of your Puppet environment by using pre-written code contributed by community members. By the end of this book, you will be able to implement a complete centralized logging solution using Logstash and community modules. ...
Advanced Metaprogramming in Classic C++, 3rd Edition
Advanced Metaprogramming in Classic C++: Third Edition, offers a detailed and somewhat intense look into template metaprogramming (TMP) using Classic C++ code examples. The two newer standards are not used in the code so that the examples can be rich, illustrate the point, and be run with confidence. The code can be readily adapted to include the elements of the Modern C++ standards. The gain for the reader is that TMP is presented in the book as a set of techniques that will enable a new style to your C++ coding while making it exceptionally clear and efficient. The book deals with language aspects, design patterns, examples and applications (seen as case studies). Special emphasis is put on small reusable techniques that will improve the quality of daily work. This is a book to sit with and learn from. Users of it in prior editions point out that they come back to it over and over. This edition enhances the readability and clarity of the discussion. ...
Advanced Metaprogramming in Classic C++: Third Edition, offers a detailed and somewhat intense look into template metaprogramming (TMP) using Classic C++ code examples. The two newer standards are not used in the code so that the examples can be rich, illustrate the point, and be run with confidence. The code can be readily adapted to include the elements of the Modern C++ standards. The gain for the reader is that TMP is presented in the book as a set of techniques that will enable a new style to your C++ coding while making it exceptionally clear and efficient. The book deals with language aspects, design patterns, examples and applications (seen as case studies). Special emphasis is put on small reusable techniques that will improve the quality of daily work. This is a book to sit with and learn from. Users of it in prior editions point out that they come back to it over and over. This edition enhances the readability and clarity of the discussion. ...
Effective awk Programming, 4th Edition
When processing text files, the awk language is ideal for handling data extraction, reporting, and data-reformatting jobs. This practical guide serves as both a reference and tutorial for POSIX-standard awk and for the GNU implementation, called gawk. This book is useful for novices and awk experts alike. In this thoroughly revised edition, author and gawk lead developer Arnold Robbins describes the awk language and gawk program in detail, shows you how to use awk and gawk for problem solving, and then dives into specific features of gawk. System administrators, programmers, webmasters, and other power users will find everything they need to know about awk and gawk. ...
When processing text files, the awk language is ideal for handling data extraction, reporting, and data-reformatting jobs. This practical guide serves as both a reference and tutorial for POSIX-standard awk and for the GNU implementation, called gawk. This book is useful for novices and awk experts alike. In this thoroughly revised edition, author and gawk lead developer Arnold Robbins describes the awk language and gawk program in detail, shows you how to use awk and gawk for problem solving, and then dives into specific features of gawk. System administrators, programmers, webmasters, and other power users will find everything they need to know about awk and gawk. ...
OS X Mountain Lion Server For Dummies
There's no doubt about it: Macs, iPhones, and iPads have invaded the workplace. But, you don't need an IT department to administer a Mac network in your home or business. This friendly guide explains everything you need to know to set one up yourself using OS X Mountain Lion Server. First, you'll find an easy, quick-start way to implement OS X Mountain Lion on a Mac Mini. From there, you'll learn how to set up DNS, iCal Server, Podcast Producer, Wiki Server, file sharing, mail services, and more. This book helps you set up profile support for your iPhone and iPad and provides ways to configure iCloud in the home or office to keep your business data safe. ...
There's no doubt about it: Macs, iPhones, and iPads have invaded the workplace. But, you don't need an IT department to administer a Mac network in your home or business. This friendly guide explains everything you need to know to set one up yourself using OS X Mountain Lion Server. First, you'll find an easy, quick-start way to implement OS X Mountain Lion on a Mac Mini. From there, you'll learn how to set up DNS, iCal Server, Podcast Producer, Wiki Server, file sharing, mail services, and more. This book helps you set up profile support for your iPhone and iPad and provides ways to configure iCloud in the home or office to keep your business data safe. ...
Windows 8 for Dummies
Microsoft Windows is the operating system that runs nearly 90 percent of the world's computers. Windows 8 will offer new interface updates, cloud-based services, and much more. This update of Andy Rathbone's bestselling Windows guide covers all the basics, plus the enhancements unique to Windows 8. Whether you're meeting Windows for the first time or upgrading from an earlier version, this book shows you how to navigate the interface, work with files, browse the Internet, set up e-mail, manage media, and more. ...
Microsoft Windows is the operating system that runs nearly 90 percent of the world's computers. Windows 8 will offer new interface updates, cloud-based services, and much more. This update of Andy Rathbone's bestselling Windows guide covers all the basics, plus the enhancements unique to Windows 8. Whether you're meeting Windows for the first time or upgrading from an earlier version, this book shows you how to navigate the interface, work with files, browse the Internet, set up e-mail, manage media, and more. ...
C# 2010 All-in-One For Dummies
C# is a complicated programming language for building .NET-connected software for Microsoft Windows, the Web, and a wide range of devices. The friendly All-in-One For Dummies format is a perfect way to present it. Each minibook is a self-contained package of necessary information, making it easy to find what you're looking for. Upgrades in C# 2010 include the ability to build Windows 7 applications and compatibility with Python and Ruby. ...
C# is a complicated programming language for building .NET-connected software for Microsoft Windows, the Web, and a wide range of devices. The friendly All-in-One For Dummies format is a perfect way to present it. Each minibook is a self-contained package of necessary information, making it easy to find what you're looking for. Upgrades in C# 2010 include the ability to build Windows 7 applications and compatibility with Python and Ruby. ...
HTML, XHTML and CSS All-In-One For Dummies, 2nd Edition
HTML, XHTML, and CSS are essential tools for creating dynamic Web sites. This friendly, all-in-one guide covers what programmers need to know about each of the technologies and how to use them together. Like the bestselling first edition, HTML, XHTML, and CSS All-in-One For Dummies, 2nd Edition makes it easy to grasp the fundamentals and start building effective Web pages. With new information about Web 2.0 and Ajax, it's the perfect reference as well. ...
HTML, XHTML, and CSS are essential tools for creating dynamic Web sites. This friendly, all-in-one guide covers what programmers need to know about each of the technologies and how to use them together. Like the bestselling first edition, HTML, XHTML, and CSS All-in-One For Dummies, 2nd Edition makes it easy to grasp the fundamentals and start building effective Web pages. With new information about Web 2.0 and Ajax, it's the perfect reference as well. ...