Discover how to leverage Talend Open Studio for Data Integration to manage and optimize your data workflow. This book provides a hands-on introduction to creating integration jobs and automating data processes using Talend's drag-and-drop interface. Explore practical examples, and realize how powerful and approachable data integration can be. What this Book will help me do Develop and deploy scalable data integration pipelines using Talend Open Studio. Master common data operations like filtering, sorting, transforming, and aggregating. Gain expertise in connecting various data sources, both relational and non-relational. Implement complex flow logic, including conditional processing and dependencies. Learn to package and manage production-ready integration jobs for real-world scenarios. Author(s) Jonathan Bowen is an experienced technologist and author specializing in data integration and software tools. With years of hands-on experience, Jonathan has guided many organizations in adopting efficient data workflows. He conveys technical concepts with clarity and provides practical, actionable content to help readers succeed. Who is it for? This book is perfect for developers, business analysts, and IT professionals tasked with integration projects. Whether you're a novice to data integration or looking to deepen your hands-on experience with Talend, this guide will support your journey. Some prior familiarity with SQL and a data management background are advantageous. Choose this book if you aim to become a proficient data integrator.

Hands-on troubleshooting methods on the most recent release of SQL Server The 2012 release of SQL Server is the most significant one since 2005 and introduces an abundance of new features. This critical book provides in-depth coverage of best practices for troubleshooting performance problems based on a solid understanding of both SQL Server and Windows internals and shows experienced DBAs how to ensure reliable performance. The team of authors shows you how to master the use of specific troubleshooting tools and how to interpret their output so you can quickly identify and resolve any performance issue on any server running SQL Server. Covers the core technical topics required to understand how SQL Server and Windows should be working Shares best practices so that you know how to proactively monitor and avoid problems Shows how to use tools to quickly gather, analyze, and effectively respond to the source of a system-wide performance issue Professional SQL Server 2012 Internals and Troubleshooting helps you to quickly become familiar with the changes of this new release so that you can best handle database performance and troubleshooting.

IBM® z/VM® 6.2 introduced significant changes to z/VM with a multi-system clustering technology that allows up to four z/VM instances in a single system image (SSI) cluster. This technology is important because it offers you an attractive alternative to vertical growth by adding new z/VM systems. In the past, this capability required duplicate efforts to install, maintain, and manage each system. With SSI, these duplicate efforts are reduced or eliminated. Support for live guest relocation (LGR) allows you to move Linux virtual servers without disrupting your business or incurring loss of service, thus reducing planned outages. The z/VM systems are aware of each other and take advantage of their combined resources. LGR enables you to relocate guests from a system requiring maintenance to a system that will remain active during maintenance. A major advantage for DB2 v10 customers is that using z/VM 6.2 does not require any changes to existing DB2 structures. This remarkable benefit is due to the fact that DB2 v10 is installed as part of the LInux guest on z/VM and is fully integrated into LGR. This allows you to smoothly move DB2 v10 when you move Linux virtual servers, without interrupting either DB2 v10 or z/VM operations and services. This IBM Redbooks® publication will help you understand how DB2 10 on Linux for System z® behaves while running on a z/VM that is being relocated using z/VM’s 6.2 Live Guest Relocation feature. In this book, we explore memory management, the DB2 Self-tuning memory manager feature, time synchronization, networking, and storage and performance considerations with regards to relocation. We also offer some best practices found during a live guest relocation for DB2 v10.

HBase in Action has all the knowledge you need to design, build, and run applications using HBase. First, it introduces you to the fundamentals of distributed systems and large scale data handling. Then, you'll explore real-world applications and code samples with just enough theory to understand the practical techniques. You'll see how to build applications with HBase and take advantage of the MapReduce processing framework. And along the way you'll learn patterns and best practices. About the Technology HBase is a NoSQL storage system designed for fast, random access to large volumes of data. It runs on commodity hardware and scales smoothly from modest datasets to billions of rows and millions of columns. About the Book HBase in Action is an experience-driven guide that shows you how to design, build, and run applications using HBase. First, it introduces you to the fundamentals of handling big data. Then, you'll explore HBase with the help of real applications and code samples and with just enough theory to back up the practical techniques. You'll take advantage of the MapReduce processing framework and benefit from seeing HBase best practices in action. What's Inside When and how to use HBase Practical examples Design patterns for scalable data systems Deployment, integration, and design About the Reader Written for developers and architects familiar with data storage and processing. No prior knowledge of HBase, Hadoop, or MapReduce is required. About the Authors Nick Dimiduk is a Data Architect with experience in social media analytics, digital marketing, and GIS. Amandeep Khurana is a Solutions Architect focused on building HBase-driven solutions. Quotes Timely, practical ... explains in plain language how to use HBase. - From the Foreword by Michael Stack, Chair of the Apache HBase Project Management Committee A difficult topic lucidly explained. - John Griffin, coauthor of "Hibernate Search in Action" Amusing tongue-in-cheek style that doesn’t detract from the substance. - Charles Pyle, APS Healthcare Learn how to think the HBase way. - Gianluca Righetto, Menttis

Pro SQL Server 2012 Practices Edition is an anthology of high-end wisdom from a group of accomplished database administrators who are quietly but relentlessly pushing the performance and feature envelope of Microsoft SQL Server 2012. With an emphasis upon performance—but also branching into release management, auditing, and other issues—the book helps you deliver the most value for your company's investment in Microsoft's flagship database system Goes beyond the manual to cover good techniques and best practices Delivers knowledge usually gained only by hard experience Focuses upon performance, scalability, reliability Helps achieve the predictability needed to be in control at all times What you'll learn Migrate to the new Extended Events framework for troubleshooting performance problems Automate the tracking of key performance indicators such as available disk space, cpu utilization, index fragmentation, and more Design performance into your database and its applications from the very beginning Manage staged releases from development to test through to production Diagnose resource and performance problems via dynamic management views Analyze I/O patterns and plan reliably to obtain the performance you need Who this book is for Pro SQL Server 2012 Practices is aimed at SQL Server professionals who want to further their careers through expert-level practices in performance management, scalability, predictability, and security.

Drawing on the authors' extensive research in the analysis of categorical longitudinal data, this book focuses on the formulation of latent Markov models and the practical use of these models.

“Jeremy builds real apps for real customers. That’s why I can heartily recommend this book. Go out and write some great apps…and keep this book handy.” —From the Foreword by Jeff Prosise Build Exceptionally Immersive and Responsive Touch-Based Windows Store Apps for Windows 8 with C# and XAML This is the first practical guide to building breakthrough applications for Windows 8 from project templates through publication to the new Windows Store. Microsoft “MVP of the Year” Jeremy Likness helps you combine your existing developer skills with new Visual Studio 2012 tools and best practices to create apps that are intuitive and innovative. His guidance and insight will help you dive into Windows 8 development—and gain a powerful competitive advantage for years to come. Likness illuminates the entire apps lifecycle, from planning and Model-View-View Model (MVVM) based design through coding, testing, packaging, and deployment. He covers both business and consumer apps, showing how Windows 8/WinRT development builds upon and contrasts with older WPF and Silverlight approaches. Using carefully crafted downloadable code examples and sample projects, Likness shows how to make the most of new platform features, including integrated social networking, search, contracts, charms, and tiles. Throughout, he addresses crucial development challenges that have only been discussed on MSDN, blog posts, and Twitter feeds—and never with this depth and clarity before. Coverage includes • Mastering real-world Windows 8 development for all devices and form factors • Understanding the new WinRT framework and the unique characteristics of Windows 8 apps • Designing apps that are faster, more responsive, do more with less, and maximize battery life • Creating exceptionally fluid interfaces with VS 2012 templates, built-in animations, and XAML • Building apps that respond consistently to multiple forms of input, including complex touch manipulations • Using contracts and charms to expose services or enable users to do so • Providing information to users through Live Tiles even when your app isn’t running • Connecting your app seamlessly to multiple data sources, including social networks and cloud storage • Syndicating rich, network-based content • Using Model-View-ViewModel (MVVM) • Securing Windows 8 apps through authentication and authorization • Efficiently testing, debugging, packaging, and deploying apps

Oracle 11g Anti-hacker's Cookbook is your comprehensive guide to fortify your Oracle database against potential threats. Through over fifty practical recipes, you'll discover proven methodologies for protecting sensitive data and implementing advanced security measures featured in Oracle 11g R2. This book is essential for mastering robust database security practices. What this Book will help me do Effectively configure secure servers and operating systems for Oracle Database setups. Implement encryption using Oracle Cryptographic API and Transparent Data Encryption to secure sensitive data. Develop and deploy a thorough audit strategy utilizing Oracle's built-in auditing tools. Leverage Oracle Vault and Virtual Private Database (VPD) to control access and protect data. Recognize and defend against database attacks, including man-in-the-middle, sniffing, and brute-force scenarios. Author(s) Adrian Neagu is a seasoned Oracle Database expert with extensive experience in database security and performance tuning. He has spent years implementing, securing, and enhancing database systems for organizations all over the world. Adrian is passionate about educating others and distills complex security concepts into straightforward, actionable advice in this book. Who is it for? This book is ideal for Oracle Database Administrators, Security Managers, and Auditors who aim to enhance the security of their Oracle systems and protect sensitive data from threats. If you have a fundamental understanding of database operations and security principles, this book will guide you toward advanced proficiency. It is particularly invaluable for professionals dedicated to preventing unauthorized access and safeguarding data integrity.

Sams Teach Yourself SQL in 10 Minutes, Fourth Edition New full-color code examples help you see how SQL statements are structured Whether you're an application developer, database administrator, web application designer, mobile app developer, or Microsoft Office users, a good working knowledge of SQL is an important part of interacting with databases. And Sams Teach Yourself SQL in 10 Minutes offers the straightforward, practical answers you need to help you do your job. Expert trainer and popular author Ben Forta teaches you just the parts of SQL you need to know–starting with simple data retrieval and quickly going on to more complex topics including the use of joins, subqueries, stored procedures, cursors, triggers, and table constraints. You'll learn methodically, systematically, and simply–in 22 short, quick lessons that will each take only 10 minutes or less to complete. With the Fourth Edition of this worldwide bestseller, the book has been thoroughly updated, expanded, and improved. Lessons now cover the latest versions of IBM DB2, Microsoft Access, Microsoft SQL Server, MySQL, Oracle, PostgreSQL, SQLite, MariaDB, and Apache Open Office Base. And new full-color SQL code listings help the beginner clearly see the elements and structure of the language. 10 minutes is all you need to learn how to... Use the major SQL statements Construct complex SQL statements using multiple clauses and operators Retrieve, sort, and format database contents Pinpoint the data you need using a variety of filtering techniques Use aggregate functions to summarize data Join two or more related tables Insert, update, and delete data Create and alter database tables Work with views, stored procedures, and more Table of Contents 1 Understanding SQL 2 Retrieving Data 3 Sorting Retrieved Data 4 Filtering Data 5 Advanced Data Filtering 6 Using Wildcard Filtering 7 Creating Calculated Fields 8 Using Data Manipulation Functions 9 Summarizing Data 10 Grouping Data 11 Working with Subqueries 12 Joining Tables 13 Creating Advanced Joins 14 Combining Queries 15 Inserting Data 16 Updating and Deleting Data 17 Creating and Manipulating Tables 18 Using Views 19 Working with Stored Procedures 20 Managing Transaction Processing 21 Using Cursors 22 Understanding Advanced SQL Features Appendix A: Sample Table Scripts Appendix B: Working in Popular Applications Appendix C : SQL Statement Syntax Appendix D: Using SQL Datatypes Appendix E: SQL Reserved Words

This IBM® Redbooks® publication helps you install, tailor, and configure the new IBM PowerHA® SystemMirror® for AIX® 7.1.1 Standard Edition. This book gives an understanding of the Cluster Aware AIX (CAA). This book helps you design a solution to migrate from the previous version of the IBM PowerHA. This IBM Redbooks publication is targeted toward technical professionals (consultants, technical support staff, IT architects, and IT specialists) responsible for providing continuous availability solutions and support.

SQL Server 2012 introduces a wealth of new features and enhancements that database professionals need to master to stay ahead in the ever-evolving industry. This book provides a practical guide to upgrading your knowledge with the latest advancements, from T-SQL improvements to new Business Intelligence tools and cloud capabilities. What this Book will help me do Understand and install the core and advanced features of SQL Server 2012 effectively. Implement new SQL Server Management Studio features for enhanced administration. Utilize Business Intelligence Semantic Models for insightful data analysis. Execute data cleansing projects using Data Quality Services (DQS). Simulate real-world database loads using Distributed Replay for testing purposes. Author(s) The author is an experienced database administrator and SQL Server expert with a career spanning over two decades. With hands-on experience in implementation, administration, and optimization of complex SQL Server environments, the author brings a wealth of practical knowledge to this book. Their approach is to provide concise, actionable insights tailored to the needs of IT professionals. Who is it for? This book is tailored for database administrators, developers, and BI professionals familiar with SQL Server 2008 R2 seeking to efficiently upgrade to SQL Server 2012. If you aim to quickly adopt and utilize the new features and improvements in SQL Server 2012, this book provides the clear and focused learning path you need.

This IBM® Redbooks® publication contains information about the IBM Power Systems™ 775 Supercomputer solution for AIX® and Linux HPC customers. This publication provides details about how to plan, configure, maintain, and run HPC workloads in this environment. This IBM Redbooks document is targeted to current and future users of the IBM Power Systems 775 Supercomputer (consultants, IT architects, support staff, and IT specialists) responsible for delivering and implementing IBM Power Systems 775 clustering solutions for their enterprise high-performance computing applications.

Deploy and Maintain an Integrated MDS Architecture Harness your master data and grow revenue while reducing administrative costs. Thoroughly revised to cover the latest MDS features, Microsoft SQL Server 2012 Master Data Services, Second Edition shows how to implement and manage a centralized, customer-focused MDS framework. See how to accurately model business processes, load and cleanse data, enforce business rules, eliminate redundancies, and publish data to external systems. Security, SOA and Web services, and legacy data integration are also covered in this practical guide. Install Microsoft SQL Server 2012 Master Data Services Build custom MDS models and entityspecific staging tables Load and cleanse data from disparate sources Logically group assets into collections and hierarchies Ensure integrity using versioning and business rules Configure security at functional, object, and attribute levels Extend functionality with SOA and Web services Facilitate collaboration using the MDS Excel Add-In Export data to subscribing systems through SQL views

The Definitive Solutions-Oriented Guide to IBM® DB2® for z/OS®: Now Fully Updated for Both v9 and v10! The largest database tuning performance gains can often be obtained from tuning application code, and applications that use SQL to retrieve data are the best candidates for tuning. This well-organized, easy-to-understand reference brings together more than 100 SQL-related skills and techniques that any developer can use to build and optimize DB2 applications for consistently superior performance. DB2 tuning expert Tony Andrews (“Tony the Tuner”) draws on more than 20 years of DB2-related experience, empowering you to take performance into your own hands, whether you’re writing new software or tuning existing systems. Tony shows you exactly how to clear bottlenecks, resolve problems, and improve both speed and reliability. This book fully reflects the latest SQL programming best practices for DB2 V9 and DB2 V10 on z/OS: techniques that are taught in no other book and are rarely covered in general DB2 SQL courses. Drawing on his extensive consulting experience and highly praised training with Themis Inc., Tony also presents practical checklists and an invaluable 15-step methodology for optimizing virtually any DB2 application. Coverage includes Empowering developers on knowing what to do and where to look in resolving performance problems in queries or programs Providing many programming and SQL coding examples Establishing standards and guidelines that lead to high-performance SQL Implementing time-efficient code walkthroughs to ensure that your standards are followed Focusing on the small number of SQL statements that consume the most resources Identifying simple solutions that deliver the most sizable benefits Optimizing performance by rewriting query predicates more efficiently Providing a better understanding of SQL optimization and Runstat statistics Recognizing opportunities to tweak your code more effectively than the Optimizer Optimizing SQL code with COBOL applications Efficiently checking for the existence of data, rows, or tables Using Runstats’ newest capabilities to consistently optimize paths to data

This IBM® Redbooks® publication provides best practices for planning, installing, maintaining, and monitoring the IBM PowerVM® Enterprise Edition virtualization features on IBM POWER7® processor technology-based servers. PowerVM is a combination of hardware, PowerVM Hypervisor, and software, which includes other virtualization features, such as the Virtual I/O Server. This publication is intended for experienced IT specialists and IT architects who want to learn about PowerVM best practices, and focuses on the following topics: Planning and general best practices Installation, migration, and configuration Administration and maintenance Storage and networking Performance monitoring Security PowerVM advanced features

In this IBM® Redbooks® publication we describe how to build an advanced business application from end to end. We use a fictional scenario to define the application, document the deployment methodology, and confirm the roles needed to support its development and deployment. Through step-by-step instructions you learn how to: In addition, we articulate a testing strategy using IBM Rational® Quality Manager and deployment options using IBM Workload Deployer. Please note that the additional material referenced in the text is not available from IBM.

Surveillance can be a potent tool for protecting resources and assets. It can also be extremely invasive, calling into question our basic rights to freedom and privacy. This volume explores technological trends, past- and present-day rationales for surveillance and surveillance devices, and current social issues surrounding them. It begins with a historical perspective on the evolution of surveillance technologies, then charts the development of modern-day devices. Enhanced with numerous photos, the book presents the pros and cons and some of the controversy of these increasingly sophisticated technologies, their collective impact, and what the future may hold.

It is better to stop identity theft from happening in the first place than have to fix or repair the situation afterwards. Steve Weisman reveals the threats of new identity theft attacks based on use of Facebook, iPad, iPhone, Android, cloud apps, iPod, and other new technologies -- and shows you how to protect yourself, or how to fix the damage if you've already been attacked! Discover why ID theft is more dangerous than ever, and discover today's most dangerous new threats -- including attacks targeting medical records, personal finance and online banking sites, the elderly, and military service members. Meet the hackers and organized crime groups who want to steal your identity and money -- and learn how to protect your data and your life! Step by step, Weisman shows how to avoid risks, minimize risks you can't completely avoid, and immediately take the right steps if you're ever victimized. He objectively reviews new products and services that promise to fight identity theft, and previews emerging dangers, such as RFID credit cards. If you use a computer, the Internet, a smartphone, cell phone, tablet, or any other communications device, 50 Ways to Protect Your Identity in a Digital Age isn't just an indispensable wake-up call: it's the world's best resource for protecting yourself!

Today many organizations face challenges when developing a realistic plan or schedule that provides the best possible balance between customer service and revenue goals. Optimization technology has long been used to find the best solutions to complex planning and scheduling problems. A decision-support environment that enables the flexible exploration of all the trade-offs and sensitivities needs to provide the following capabilities: Flexibility to develop and compare realistic planning and scheduling scenarios Quality sensitivity analysis and explanations Collaborative planning and scenario sharing Decision recommendations This IBM® Redbooks® publication introduces you to the IBM ILOG® Optimization Decision Manager (ODM) Enterprise. This decision-support application provides the capabilities you need to take full advantage of optimization technology. Applications built with IBM ILOG ODM Enterprise can help users create, compare, and understand planning or scheduling scenarios. They can also adjust any of the model inputs or goals, and fully understanding the binding constraints, trade-offs, sensitivities, and business options. This book enables business analysts, architects, and administrators to design and use their own operational decision management solution. Please note that the additional material referenced in the text is not available from IBM.

If you’ve been asked to maintain large and complex Hadoop clusters, this book is a must. Demand for operations-specific material has skyrocketed now that Hadoop is becoming the de facto standard for truly large-scale data processing in the data center. Eric Sammer, Principal Solution Architect at Cloudera, shows you the particulars of running Hadoop in production, from planning, installing, and configuring the system to providing ongoing maintenance. Rather than run through all possible scenarios, this pragmatic operations guide calls out what works, as demonstrated in critical deployments. Get a high-level overview of HDFS and MapReduce: why they exist and how they work Plan a Hadoop deployment, from hardware and OS selection to network requirements Learn setup and configuration details with a list of critical properties Manage resources by sharing a cluster across multiple groups Get a runbook of the most common cluster maintenance tasks Monitor Hadoop clusters—and learn troubleshooting with the help of real-world war stories Use basic tools and techniques to handle backup and catastrophic failure

The iPhone and iPad allow user positioning via multiple methods, including GPS. The growing number location-aware, and location-fenced, applications now arriving in the App Store make heavy use of these abilities. This book walks you through the basic tools you need to build geo-aware applications before diving into the available third-party geo-SDKs available for the iOS platform.

Corporate workgroups, distributed enterprises, and small to medium-sized companies are increasingly seeking to network and consolidate storage to improve availability, share information, reduce costs, and protect and secure information. These organizations require enterprise-class solutions capable of addressing immediate storage needs cost-effectively, while providing an upgrade path for future requirements. IBM® System Storage® N series storage systems and their software capabilities are designed to meet these requirements. IBM System Storage N series storage systems offer an excellent solution for a broad range of deployment scenarios. IBM System Storage N series storage systems function as a mulitprotocol storage device that is designed to allow you to simultaneously serve both file and block-level data across a single network. These activities are demanding procedures that, for some solutions, require multiple, separately managed systems. The flexibility of IBM System Storage N series storage systems, however, allows them to address the storage needs of a wide range of organizations, including distributed enterprises and data centers for midrange enterprises. IBM System Storage N series storage systems also support sites with computer and data-intensive enterprise applications, such as database, data warehousing, workgroup collaboration, and messaging. This IBM® Redbooks® publication explains the software features of the IBM System Storage N series storage systems. This book also covers topics such as installation, setup, and administration of those software features from the IBM System Storage N series storage systems and clients and provides example scenarios.

An in-depth Oracle Press guide to Oracle Exalytics In-Memory Machine Written by Oracle ACE Director Mark Rittman, this e-book offers comprehensive coverage of Oracle Exalytics In-Memory Machine, the best-in-class, preintegrated BI platform. After an overview of the product and its capabilities, you’ll get complete details on installation, configuration, administration, maintenance, and creation of the in-memory adaptive data mart that powers the “speed-of-thought” dashboards. Expert tips for integrating with both Oracle and non-Oracle enterprise data sources are included. Enable your organization to analyze large amounts of data via rich, visual dashboards using Oracle Exalytics In-Memory Machine and this Oracle Press guide.

Understand Microsoft's dramatically updated new release of its premier toolset for business intelligence The first major update to Microsoft's state-of-the-art, complex toolset for business intelligence (BI) in years is now available and what better way to master it than with this detailed book from key members of the product's development team? If you're a database or data warehouse developer, this is the expert resource you need to build full-scale, multi-dimensional, database applications using Microsoft's new SQL Server 2012 Analysis Services and related tools. Discover how to solve real-world BI problems by leveraging a slew of powerful new Analysis Services features and capabilities. These include the new DAX language, which is a more user-friendly version of MDX; PowerPivot, a new tool for performing simplified analysis of data; BISM, Microsoft's new Business Intelligence Semantic Model; and much more. Serves as an authoritative guide to Microsoft's new SQL Server 2012 Analysis Services BI product and is written by key members of the Microsoft Analysis Services product development team Covers SQL Server 2012 Analysis Services, a major new release with a host of powerful new features and capabilities Topics include using the new DAX language, a simplified, more user-friendly version of MDX; PowerPivot, a new tool for performing simplified analysis of data; BISM, Microsoft's new Business Intelligence Semantic Model; and a new, yet-to-be-named BI reporting tool Explores real-world scenarios to help developers build comprehensive solutions Get thoroughly up to speed on this powerful new BI toolset with the timely and authoritative Professional Microsoft SQL Server 2012 Analysis Services with MDX.

Praise for the Third Edition "This book provides in-depth coverage of modelling techniques used throughout many branches of actuarial science...The exceptional high standard of this book has made it a pleasure to read." --Annals of Actuarial Science Newly organized to focus exclusively on material tested in the Society of Actuaries' Exam C and the Casualty Actuarial Society's Exam 4, Loss Models: From Data to Decisions, Fourth Edition continues to supply actuaries with a practical approach to the key concepts and techniques needed on the job. With updated material and extensive examples, the book successfully provides the essential methods for using available data to construct models for the frequency and severity of future adverse outcomes. The book continues to equip readers with the tools needed for the construction and analysis of mathematical models that describe the process by which funds flow into and out of an insurance system. Focusing on the loss process, the authors explore key quantitative techniques including random variables, basic distributional quantities, and the recursive method, and discuss techniques for classifying and creating distributions. Parametric, non-parametric, and Bayesian estimation methods are thoroughly covered along with advice for choosing an appropriate model. New features of this Fourth Edition include: Expanded discussion of working with large data sets, now including more practical elements of constructing decrement tables Added coverage of methods for simulating several special situations An updated presentation of Bayesian estimation, outlining conjugate prior distributions and the linear exponential family as well as related computational issues Throughout the book, numerous examples showcase the real-world applications of the presented concepts, with an emphasis on calculations and spreadsheet implementation. A wealth of new exercises taken from previous Exam C/4 exams allows readers to test their comprehension of the material, and a related FTP site features the book's data sets. Loss Models, Fourth Edition is an indispensable resource for students and aspiring actuaries who are preparing to take the SOA and CAS examinations. The book is also a valuable reference for professional actuaries, actuarial students, and anyone who works with loss and risk models. To explore our additional offerings in actuarial exam preparation visit www.wiley.com/go/c4actuarial.