The proliferation of online access to social science statistical and numeric data sources, such as the U.S. Census Bureau’s American Fact Finder, has lead to an increased interest in supporting these sources in academic libraries. Many large libraries have been able to devote staff to data services for years, and recently smaller academic libraries have recognized the need to provide numeric data services and support. This guidebook serves as a primer to developing and supporting social science statistical and numerical data sources in the academic library. It provides strategies for the establishment of data services and offers short descriptions of the essential sources of free and commercial social science statistical and numeric data. Finally, it discusses the future of numeric data services, including the integration of statistics and data into library instruction and the use of Web 2.0 tools to visualize data. Written for a general reference audience with little knowledge of data services and sources who would like to incorporate support into their general reference practice Combines information on establishing data services with an introduction to available statistical and numeric data sources Provides insight into the integration of statistics and data into library instruction and the social science research process

The area of biologically inspired computing, or biological computation, involves the development of new, biologically based techniques for solving difficult computational problems. A unified overview of computer science ideas inspired by biology, Biological Computation presents the most fundamental and significant concepts in this area. In the book, students discover that bacteria communicate, that DNA can be used for performing computations, how evolution solves optimization problems, that the way ants organize their nests can be applied to solve clustering problems, and what the human immune system can teach us about protecting computer networks. The authors discuss more biological examples such as these, along with the computational techniques developed from these scenarios. The text focuses on cellular automata, evolutionary computation, neural networks, and molecular computation. Each chapter explores the biological background, describes the computational techniques, gives examples of applications, discusses possible variants of the techniques, and includes exercises and solutions. The authors use the examples and exercises to illustrate key ideas and techniques. Clearly conveying the essence of the major computational approaches in the field, this book brings students to the point where they can either produce a working implementation of the techniques or effectively use one of the many available implementations. Moreover, the techniques discussed reflect fundamental principles that can be applied beyond bio-inspired computing. Supplementary material is available on Dr. Unger's website.

Expert Oracle Application Express brings you groundbreaking insights into developing with Oracle's enterprise-level, rapid-development tool from some of the best practitioners in the field today. Oracle Application Express (APEX) is an entirely web-based development framework that is built into every edition of Oracle Database. The framework rests upon Oracle's powerful PL/SQL language, enabling power users and developers to rapidly develop applications that easily scale to hundreds, even thousands of concurrent users. The 13 authors of Expert Oracle Application Express build their careers around APEX. They know what it takes to make the product sing—developing secure applications that can be deployed globally to users inside and outside a large enterprise. The authors come together in this book to share some of their deepest and most powerful insights into solving the difficult problems surrounding scalability, globalization, configuration and lifecycle management, and more. You'll learn about debugging and performance, deep secrets to customizing your application user interface, how to secure applications from intrusion, and about deploying globally in multiple languages. Expert Oracle Application Express is truly a book that will move you and your skillset a big step towards the apex of Application Express development. Presents best-practices and development insights from leading experts in the field Addresses globalization, scalability, security, and other concerns of enterprise-level development Shows how to customize APEX for your own application needs What you'll learn Solve tough problems in scalability in order to serve thousands of users Design applications to sidestep performance problems and easily scale upwards Deploy applications globally while respecting linguistic and cultural differences Customize applications by exploiting APEX's roots in PL/SQL Reduce the stress of managing application lifecycle and configuration Secure outwardly-facing applications and their data from intrusion Who this book is for Expert Oracle Application Express is aimed at APEX developers who seek the deepest possible knowledge of Oracle Application Express and how to develop with it. Readers should know and be proficient with APEX, and be prepared to expend some mental energy in absorbing the high-end material in this book.

Discover how mastering SQL queries can transform your SAP Business One experience. This book guides you through learning the Query Generator, crafting advanced SQL queries, and integrating them with tools like Crystal Reports to unlock deeper insights into your business' data. What this Book will help me do Learn to create efficient SQL queries using SAP Business One's Query Generator and Query Wizard. Understand how to enhance report generation with SQL and tools like Crystal Reports. Explore advanced techniques for optimizing queries to meet complex business needs. Develop skills to secure and manage SQL queries within your organization. Master troubleshooting and refining queries for maximum utility. Author(s) Gordon Du is a recognized expert in ERP solutions and a seasoned SAP Business One consultant. With years of hands-on experience, he has effectively trained professionals in maximizing the capabilities of SAP Business One. His approachable style makes complex SQL concepts clear, practical, and implementable. Who is it for? This book is ideal for SAP Business One users aiming to improve their data querying skills, whether you're a business analyst, IT professional, or manager. Readers should possess foundational SAP and SQL knowledge. If you seek to leverage SQL for enhanced decision-making and business intelligence, this guide is tailored for you.

Reflects the latest applied research and features state-of-the-art software for building and solving spreadsheet optimization models Thoroughly updated to reflect the latest topical and technical advances in the field, Optimization Modeling with Spreadsheets, Second Edition continues to focus on solving real-world optimization problems through the creation of mathematical models and the use of spreadsheets to represent and analyze those models. Developed and extensively classroom-tested by the author, the book features a systematic approach that equips readers with the skills to apply optimization tools effectively without the need to rely on specialized algorithms. This new edition uses the powerful software package Risk Solver Platform (RSP) for optimization, including its Evolutionary Solver, which employs many recently developed ideas for heuristic programming. The author provides expanded coverage of integer programming and discusses linear and nonlinear programming using a systematic approach that emphasizes the use of spreadsheet-based optimization tools. The Second Edition also features: Classifications for the various problem types, providing the reader with a broad framework for building and recognizing optimization models Network models that allow for a more general form of mass balance A systematic introduction to Data Envelopment Analysis (DEA) The identification of qualitative patterns in order to meaningfully interpret linear programming solutions An introduction to stochastic programming and the use of RSP to solve problems of this type Additional examples, exercises, and cases have been included throughout, allowing readers to test their comprehension of the material. In addition, a related website features Microsoft Office Excel files to accompany the figures and data sets in the book. With its accessible and comprehensive presentation, Optimization Modeling with Spreadsheets, Second Edition is an excellent book for courses on deterministic models, optimization, and spreadsheet modeling at the upper-undergraduate and graduate levels. The book can also serve as a reference for researchers, practitioners, and consultants working in business, engineering, operations research, and management science.

Presents inference and simulation of stochastic process in the field of model calibration for financial times series modelled by continuous time processes and numerical option pricing. Introduces the bases of probability theory and goes on to explain how to model financial times series with continuous models, how to calibrate them from discrete data and further covers option pricing with one or more underlying assets based on these models. Analysis and implementation of models goes beyond the standard Black and Scholes framework and includes Markov switching models, Lévy models and other models with jumps (e.g. the telegraph process); Topics other than option pricing include: volatility and covariation estimation, change point analysis, asymptotic expansion and classification of financial time series from a statistical viewpoint. The book features problems with solutions and examples. All the examples and R code are available as an additional R package, therefore all the examples can be reproduced.

The #1 hands-on SAP tutorial for beginners: now fully updated and 100% refocused on two key audiences: business users and IT professionals Now easier to read and more useful, with more actionable guidance, better screenshots, and better foundational material for beginners Reflects new SAP technologies and roadmaps, including SAP in the cloud Covers the full lifecycle: project management, installation, administration, usage - even SAP careers Step-by-step instructions, case studies, exercises, and tips In just 24 sessions of one hour or less, beginning-to-intermediate-level managers and IT pro master the latest version of SAP, and learn how to use it in real business environments. You learn hands-on, step-by-step, through practical examples based on SAP's free demonstration software. This edition has been fully reorganized and updated to help business and technical readers quickly learn what they need to know, and to help absolute beginners move forward more rapidly. Each chapter is built around a real-world case study that helps you put your new knowledge to the test. Long-time SAP consultant George Anderson explains SAP's goals, functionality, roles, and implementation considerations; NetWeaver, SAP ERP, and the SAP Business Suite; SAP's user interface; core SAP business tasks; reporting and querying; extending SAP with Microsoft Duet; managing implementations; using Basis; developing new applications; day-to-day administration; enhancements, upgrades, replatforming, cloud services, and more. Each lesson builds on what you've already learned, delivering a strong real-world foundation for success with SAP in any organization.

This book is a comprehensive guide for Oracle DBAs on administering and managing Oracle 11g Real Application Clusters (RAC) environments. Through this book, you will learn the architectural concepts, configuration methods, and practical administration tools that ensure high availability and efficient performance of your Oracle RAC databases. What this Book will help me do Understand the key concepts and best practices of Oracle 11g RAC architecture and high availability. Master the process of installing and configuring Oracle 11g RAC for optimized deployment. Gain troubleshooting skills for Oracle 11g RAC, including resolving common performance and workload issues. Learn how to effectively manage backups, recoveries, and upgrades in your Oracle RAC environment. Be equipped to deploy complex Oracle RAC systems tailored to real-world practical requirements. Author(s) The author is a seasoned Oracle database expert with years of experience in designing, implementing, and managing Oracle RAC environments. Their hands-on approach and practical insights make them a definitive source for understanding real-world Oracle RAC challenges and solutions. They are committed to providing clear and actionable knowledge. Who is it for? This book is intended for Oracle Database Administrators (DBAs) who need to manage Oracle RAC environments. It is well-suited for professionals with a basic understanding of Oracle DBA concepts looking to enhance their skills in implementing and supporting high-availability Oracle RAC environments. Whether you are setting up RAC for the first time or managing existing installations, this book is for you.

Discover how to create compelling, interactive dashboards efficiently using SAP BusinessObjects Dashboards 4.0 (formerly Xcelsius). In this comprehensive cookbook, learn step-by-step recipes that guide you through practical tasks leveraging the tool's advanced features like dynamic visibility and live data connections. What this Book will help me do Master the use of Dashboard Design's spreadsheet and data-driven components to efficiently create professional dashboards. Learn various data visualization techniques to present data clearly and effectively within your dashboards. Implement dynamic interactivity and control logic using features like Dynamic Visibility to enhance dashboard usability. Understand how to connect dashboards to live data sources for up-to-date and real-time business insights. Explore and utilize additional Dashboard Design features and add-ons to customize and extend the capabilities of your dashboards. Author(s) The author(s) of this book are seasoned professionals in SAP BusinessObjects Dashboards and enterprise dashboard design. With years of experience in teaching and applying these tools in practical settings, they aim to demystify complex dashboarding concepts and empower professionals to build impactful visualizations. Who is it for? This book is targeted at developers and business professionals who wish to sharpen their skills in dashboard creation using SAP BusinessObjects Dashboards 4.0. Readers should have a basic understanding of dashboards and some experience with Excel to benefit from this content. It's ideal for those new to SAP Dashboard Design seeking a comprehensive and practical guide.

This IBM® Redbooks® publication introduces the IBM System Storage® DS3500, providing an overview of its design and specifications, and describing in detail how to set up, configure, and administer it. This edition covers updates and functions available with the DS3500 Storage Manager Version 10.70 (firmware level 7.70). IBM has combined best-of-breed development with leading 6 Gbps host interface and drive technology in the IBM System Storage DS3500 Express. With its simple, efficient, and flexible approach to storage, the DS3500 is a cost-effective, fully integrated complement to System x® servers, BladeCenter®, and Power Systems™. Offering substantial improvements at a price that will fit most budgets, the DS3500 delivers superior price to performance ratios, functionality, scalability, and ease-of-use for the entry-level storage user. The DS3500 supports intermixing four 1 Gbps iSCSI or four 8 Gbps FC host ports with its native 6 Gbps SAS interfaces. This flexible and multi-purpose dual protocol approach allows organizations to implement a single storage system to support all of their shared storage requirements, there by maximizing productivity, reliability, and cost. Delivering solid input/output per second (IOPS) and throughput, the DS3500 controllers offer balanced and sustainable performance. The DS3500 can effectively double the performance of the previous DS3000 series of storage systems in both throughput and IOPS. The DS3500 DS Storage Manager is the same management software offered with the DS5000 and DS4000® series. Now, any of these storage systems can be viewed and managed from a single interface. This allows for consolidated management of these various storage systems and a reduced learning curve. The DS3500 also supports enhanced remote mirroring over FC host ports, which is also compatible with the DS5000 and DS4000 series. This allows for low-cost backup and recovery with a DS5000 and DS4000 at a production site and a DS3500 at the secondary site. This book is intended for customers, IBM Business Partners, and IBM technical professionals who want to learn more about the capabilities and advanced functions of the IBM System Storage DS3500 with Storage Manager Software. It also targets those who have a DS3500 storage system and need detailed advice on how to configure and manage it.

This IBM® Redbooks® publication is a detailed technical guide to the IBM System Storage® SAN Volume Controller (SVC) Version 6.1.0. SAN Volume Controller is a virtualization appliance solution which maps virtualized volumes that are visible to hosts and applications to physical volumes on storage devices. Each server within the storage area network (SAN) has its own set of virtual storage addresses that are mapped to physical addresses. If the physical addresses change, the server continues running using the same virtual addresses that it had before. Therefore, volumes or storage can be added or moved while the server is still running. The IBM virtualization technology improves the management of information at the “block” level in a network, thus enabling applications and servers to share storage devices on a network. This book is intended for readers who need to implement the SVC at a 6.1.0 release level with a minimum of effort.

Master all the fundamentals of modern SQL -- hands-on, step-by-step! ¿ The up-to-the-minute SQL tutorial for everyone who wants to create applications, query data, or manage databases Updated to cover the latest ANSI/ISO standards, plus powerful Oracle and SQL Server extensions Covers everything from the basics through optimization, security, and enterprise techniques Step-by-step instructions, examples, quizzes, exercises, and tips In just 24 sessions of one hour or less, beginning-to-intermediate-level readers learn how to use SQL to build effective databases, efficiently retrieve data, and manage everything from performance to security! Using this book's straightforward, step-by-step approach, you learn hands-on, through practical examples based on the free, open source MySQL database. One step at a time, you discover how to define efficient database structures, objects, and tables edit data and tables manage transactions write effective queries categorize, summarize, sort, group, and restructure data use joins and subqueries manage databases, users, and security use views, synonyms, and system catalogs extend SQL to the enterprise and Internet even master important Oracle and Microsoft SQL Server extensions. Step-by-step instructions carefully walk through common questions, issues, and tasks... Q and As, Quizzes, and Exercises help you build and test your knowledge... Notes, Tips, and Cautions point out shortcuts, solutions, and problems to avoid. Each lesson builds on what you've already learned, delivering a strong real-world foundation for success with any relational database environment or application!

High-end workloads drive ever-increasing and ever-changing constraints. In addition to requiring greater memory capacity, these workloads challenge you to do more with less and to find new ways to simplify deployment and ownership. And although higher system availability and comprehensive systems management have always been critical, they have become even more important in recent years. Difficult challenges, such as these, create new opportunities for innovation. The IBM® eX5 portfolio delivers this innovation. This family of high-end computing introduces the fifth generation of IBM X-Architecture® technology. The family includes the IBM System x3850 X5, x3690 X5, and the IBM BladeCenter HX5. These servers are the culmination of more than a decade of x86 innovation and firsts that have changed the expectations of the industry. With this latest generation, eX5 is again leading the way as the shift toward virtualization, platform management, and energy efficiency accelerates. This book is divided into two parts. In the first part, we provide detailed technical information about the servers in the eX5 portfolio. This information is most useful in designing, configuring, and planning to order a server solution. In the second part of the book, we provide detailed configuration and setup information to get your servers operational. We focus particularly on setting up MAX5 configurations of all three eX5 servers as well as 2-node configurations of the x3850 X5 and HX5. This book is aimed at clients, IBM Business Partners, and IBM employees that want to understand the features and capabilities of the IBM eX5 portfolio of servers and want to learn how to install and configure the servers for use in production.

With IBM® Content Analytics Version 2.2, you can unlock the value of unstructured content and gain new business insight. IBM Content Analytics Version 2.2 provides a robust interface for exploratory analytics of unstructured content. It empowers a new class of analytical applications that use this content. Through content analysis, IBM Content Analytics provides enterprises with tools to better identify new revenue opportunities, improve customer satisfaction, and provide early problem detection. To help you achieve the most from your unstructured content, this IBM Redbooks® publication provides in-depth information about Content Analytics. This book examines the power and capabilities of Content Analytics, explores how it works, and explains how to design, prepare, install, configure, and use it to discover actionable business insights. This book explains how to use the automatic text classification capability, from the IBM Classification Module, with Content Analytics. It explains how to use the LanguageWare® Resource Workbench to create custom annotators. It also explains how to work with the IBM Content Assessment offering to timely decommission obsolete and unnecessary content while preserving and using content that has business value. The target audience of this book is decision makers, business users, and IT architects and specialists who want to understand and use their enterprise content to improve and enhance their business operations. It is also intended as a technical guide for use with the online information center to configure and perform content analysis with Content Analytics.

Pro SharePoint 2010 Search gives you expert advice on planning, deploying and customizing searches in SharePoint 2010. Drawing on the authors' extensive experience of working with real-world SharePoint deployments, this book teaches everything you'll need to know to create well-designed SharePoint solutions that always keep the end-user's experience in mind. Increase your search efficiency with SharePoint 2010's search functionality: extend the search user interface using third-party tools, and utilize analytics to improve relevancy. This practical hands-on book is a must-have resource for anyone looking to unlock the full potential of their SharePoint server's search capabilities. Pro SharePoint 2010 Search empowers you to customize a SharePoint 2010 search deployment and maximize the platform's potential for your organization. What you'll learn Design and implement effective search crawls and indexing Create intuitive user interfaces, and improve search findability Understand how to configure core SharePoint components Customize SharePoint's existing search functionality Who this book is for This book is aimed at intermediate to advanced SharePoint administrators who want to incorporate well-designed search functionality into their sites.

Statistics in Education and Psychology aims to develop a coherent, logical and comprehensive outlook towards statistics. The subject involves a wide range of observations, measurements, tools, techniques and data analysis. This book covers diverse topics like measures of central tendency, measures of variability, the correlation method, normal probability curve (NPC), significance of difference of means, analysis of variance, non-parametric chi-square, standard score and T-score.

A must-have resource for anyone preparing for the version 2.0 of the CBAP exam As organizations look to streamline their production models, the need for qualified and certified business analysts is growing. The Certified Business Analyst Professional (CBAP) certification is the only certification for this growing field and this study guide is an essential step towards preparation for the CBAP exam. With this resource, you ll benefit from coverage of both the CBAP as well as the CCBA (Certification in Competency in Business Analysis) exam. Each chapter covers the Business Analysis standards and best practices and includes a list of exam topics covered, followed by in-depth discusses of those objectives. Real-world, hands-on scenarios help take the learning process a step further. Covers Version 2 of the Business Analyst Body of Knowledge (BABOK) Offers invaluable preparation for both the CBAP and CCBA exams Includes a list of exam topics and presents detailed discussions of each objective Features real-world scenarios, best practices, key terms, and a wide range of helpful topics that will prepare you for taking the exams Shares practice exam questions, topic summaries, and exam tips and tricks, all aimed at providing a solid foundation for achieving exam success This valuable study guide provides you with the preparation you need to confidently take the CBAP and CCBA exams.

This unique book-and-video package introduces SharePoint® 2010 Business Intelligence Learn to build and deliver SharePoint BI applications Written by a team of leading SharePoint and Business Intelligence (BI) experts, this unique book-and-video package shows you how to successfully build and deliver BI applications using SharePoint 2010. Assuming no previous SharePoint experience, the authors deliver a clear explanation of what SharePoint will do for your BI and information management capabilities. Each lesson in the book is reinforced with a helpful tutorial on the video and cover topics such as interactive reporting with Excel, document sharing for collaborative reporting, and controlling data sources. As you learn best practices for configuring and securing SharePoint 2010 BI applications and planning and implementing your SharePoint BI project plan, you'll be well on your way to gaining a solid foundation of understanding and working with SharePoint 2010 and BI. Provides an invaluable training book-and-video package that takes you through building and delivering BI applications using SharePoint 2010 Features an accompanying video tutorial for each lesson covered in the book, along with a "Try It" section at the end of each lesson Covers interactive reporting with excel Covers Power Pivot advanced analytics Details report and document sharing for collaborative reportingShows how to use SharePoint lists and libraries for data sources repositories in your BI projects Explains how to control data sources, reports and business intelligence content with permissions and workflow approvals. With this unique book-and-video combo, you'll be well on your way to successfully building and delivering BI applications using SharePoint 2010.

Data Architecture: From Zen to Reality explains the principles underlying data architecture, how data evolves with organizations, and the challenges organizations face in structuring and managing their data. Using a holistic approach to the field of data architecture, the book describes proven methods and technologies to solve the complex issues dealing with data. It covers the various applied areas of data, including data modelling and data model management, data quality, data governance, enterprise information management, database design, data warehousing, and warehouse design. This text is a core resource for anyone customizing or aligning data management systems, taking the Zen-like idea of data architecture to an attainable reality. The book presents fundamental concepts of enterprise architecture with definitions and real-world applications and scenarios. It teaches data managers and planners about the challenges of building a data architecture roadmap, structuring the right team, and building a long term set of solutions. It includes the detail needed to illustrate how the fundamental principles are used in current business practice. The book is divided into five sections, one of which addresses the software-application development process, defining tools, techniques, and methods that ensure repeatable results. Data Architecture is intended for people in business management involved with corporate data issues and information technology decisions, ranging from data architects to IT consultants, IT auditors, and data administrators. It is also an ideal reference tool for those in a higher-level education process involved in data or information technology management. Presents fundamental concepts of enterprise architecture with definitions and real-world applications and scenarios Teaches data managers and planners about the challenges of building a data architecture roadmap, structuring the right team, and building a long term set of solutions Includes the detail needed to illustrate how the fundamental principles are used in current business practice

SQL Server DMVs in Action is a practical guide that shows you how to obtain, interpret, and act on the information captured by DMVs to keep your system in top shape. The samples provided in this book will help you master DMVs and also give you a tested, working, and instantly reusable SQL code library. About the Technology Every action in SQL Server leaves a set of tiny footprints. SQL Server records that valuable data and makes it visible through Dynamic Management Views, or DMVs. You can use this incredibly detailed information to significantly improve the performance of your queries and better understand what's going on inside your SQL Server system. About the Book SQL Server DMVs in Action shows you how to obtain, interpret, and act on the information captured by DMVs to keep your system in top shape. The over 100 code examples help you master DMVs and give you an instantly reusable SQL library. You'll also learn to use Dynamic Management Functions (DMFs), which provide further details that enable you to improve your system's performance and health. What's Inside Many practical solutions How to correct missing indexes What's slowing down your queries What's compromising concurrency Much more About the Reader This book is written for DBAs and developers. About the Author Ian Stirk is a freelance consultant based in London. He's an expert in SQL Server performance and a fierce advocate for DMVs. Quotes Essential reference for SQL Server Administrators. - Dave Corun, Avanade Arm yourself with an arsenal of DMV knowledge. - Tariq Ahmed, Amcom Technology Lifts the hood on SQL Server performance. - Richard Siddaway, Serco The examples alone are worth twice the price of the book! - Nikander and Margriet Bruggeman, Lois & Clark IT Services