This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures, or models, that underlie learning, while fuzzy logic systems (FLS) enable us to embed structured human knowledge into workable algorithms. The book assumes that it is not only useful, but necessary, to treat SVM, NN, and FLS as parts of a connected whole. Throughout, the theory and algorithms are illustrated by practical examples, as well as by problem sets and simulated experiments. This approach enables the reader to develop SVM, NN, and FLS in addition to understanding them. The book also presents three case studies: on NN-based control, financial time series analysis, and computer graphics.

The bestselling guide on running SharePoint, now updated to cover all the new features of SharePoint 2013
SharePoint Portal Server is an essential part of the enterprise infrastructure for many businesses. Building on the success of previous versions of SharePoint For Dummies, this new edition covers all the latest features of SharePoint 2013 and provides you with an easy-to-understand resource for making the most of all that this version has to offer.

Get the full-color, visual guide that makes learning Lync 2013 plain and simple! Follow the book’s easy steps and screenshots and clear, concise language to learn the simplest ways to communicate and collaborate with colleagues and co-workers.

Get the full-color, visual guide that makes learning Microsoft Project 2013 plain and simple! Follow the book’s easy steps and screenshots and clear, concise language to learn the simplest ways to effectively manage all your projects.

Get the full-color, visual guide that makes learning Microsoft SharePoint 2013 plain and simple! Follow the book’s easy steps and screenshots and clear, concise language to learn the simplest ways to get things done.

The smart way to learn Microsoft Office Home and Student 2013—one step at a time!
Experience learning made easy—and quickly teach yourself how to get more done with Microsoft Word, Excel, PowerPoint, and OneNote. With Step by Step, you set the pace—building and practicing the skills you need, just when you need them!

Make amazing robots and gadgets with two of today’s hottest DIY technologies. With this easy-to-follow guide, you’ll learn how to build devices with Lego Mindstorms NXT 2.0, the Arduino prototyping platform, and some add-on components to bridge the two. Mindstorms alone lets you create incredible gadgets. Bring in Arduino for some jaw-dropping functionality—and open a whole new world of possibilities.

Unique insights to implement big data analytics and reap big returns to your bottom line
Focusing on the business and financial value of big data analytics, respected technology journalist Frank J. Ohlhorst shares his insights on the newly emerging field of big data analytics in Big Data Analytics. This breakthrough book demonstrates the importance of analytics, defines the processes, highlights the tangible and intangible values and discusses how you can turn a business liability into actionable material that can be used to redefine markets, improve profits and identify new business opportunities.

Microsoft Office is the most widely used productivity software in the world, but most people just know the basics. This helpful guide gets you started with the programs in Office 2013, and provides lots of power-user tips and tricks when you’re ready for more. You’ll learn about Office’s new templates and themes, touchscreen features, and other advances, including Excel’s Quick Analysis tool.

Data Warehousing in the Age of the Big Data will help you and your organization make the most of unstructured data with your existing Data Warehouse. As Big Data continues to revolutionize how we use data, it doesn't have to create more confusion.

The Ultimate Book on Group Policy
Freshly updated to include Windows 7, Windows 8 and Windows Server 2012, Group Policy: Fundamentals, Security, and the Managed Desktop, Second Edition is the book for learning everything you need to know about Group Policy, no matter which version of Windows you use. Microsoft Group Policy MVP Jeremy Moskowitz covers it all—major Group Policy categories, what Windows 8 and Windows Server 2012 bring to the table, and smart ways to tackle tough desktop management problems. Topics include troubleshooting, security, scripting, using Windows PowerShell when necessary, and much more.

Securing virtual environments for VMware, Citrix, and Microsoft hypervisors
Virtualization changes the playing field when it comes to security. There are new attack vectors, new operational patterns and complexity, and changes in IT architecture and deployment life cycles. What's more, the technologies, best practices, and strategies used for securing physical environments do not provide sufficient protection for virtual environments. This book includes step-by-step configurations for the security controls that come with the three leading hypervisor--VMware vSphere and ESXi, Microsoft Hyper-V on Windows Server 2008, and Citrix XenServer.

The official, Guidance Software-approved book on the newest EnCE exam!
The EnCE exam tests that computer forensic analysts and examiners have thoroughly mastered computer investigation methodologies, as well as the use of Guidance Software's EnCase Forensic 7. The only official Guidance-endorsed study guide on the topic, this book prepares you for the exam with extensive coverage of all exam topics, real-world scenarios, hands-on exercises, up-to-date legal information, and sample evidence files, flashcards, and more.

The easy way for visual learners to get up to speed on Mac OS X Mountain Lion
OS X Mountain Lion is the latest version of the Mac desktop operating system, offering great new features for millions of users. If you're switching to a Mac, upgrading from an earlier OS, or just getting started with computers, Mac OS X Mountain Lion Simplified provides all information you need in the simplest way possible. Tasks are presented in spreads with step-by-step instructions and full color illustrations, showing you exactly how things work, without the long-winded explanations.

Get to know the newest iMac, including OS X Mountain Lion
Completely updated to cover the latest iMac, the new edition of this savvy guide is just what you need to get the most out of your cool new computer. Veteran author Guy Hart-Davis reveals all the best tricks and tips, as he shows you how to set up and customize your iMac and get every bit of fun and smarts out of iLife, the Magic Mouse, OS X Mountain Lion, and more. Packed with useful tidbits, full-color screenshots, and great advice, iMac Portable Genius, Fourth Edition is the perfect guide, whether you're switching from an older Mac or migrating from a Windows PC.