Fuzzy Data Matching With Sql

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Fuzzy Data Matching with SQL

Author : Jim Lehmer
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098152247
Total Pages : 285 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Fuzzy Data Matching with SQL by : Jim Lehmer

Download or read book Fuzzy Data Matching with SQL written by Jim Lehmer and published by "O'Reilly Media, Inc.". This book was released on 2023-10-03 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you were handed two different but related sets of data, what tools would you use to find the matches? What if all you had was SQL SELECT access to a database? In this practical book, author Jim Lehmer provides best practices, techniques, and tricks to help you import, clean, match, score, and think about heterogeneous data using SQL. DBAs, programmers, business analysts, and data scientists will learn how to identify and remove duplicates, parse strings, extract data from XML and JSON, generate SQL using SQL, regularize data and prepare datasets, and apply data quality and ETL approaches for finding the similarities and differences between various expressions of the same data. Full of real-world techniques, the examples in the book contain working code. You'll learn how to: Identity and remove duplicates in two different datasets using SQL Regularize data and achieve data quality using SQL Extract data from XML and JSON Generate SQL using SQL to increase your productivity Prepare datasets for import, merging, and better analysis using SQL Report results using SQL Apply data quality and ETL approaches to finding similarities and differences between various expressions of the same data

PROC SQL

Author : Kirk Paul Lafler
Publisher : SAS Institute
ISBN 13 : 1635266815
Total Pages : 525 pages
Book Rating : 4.6/5 (352 download)

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Book Synopsis PROC SQL by : Kirk Paul Lafler

Download or read book PROC SQL written by Kirk Paul Lafler and published by SAS Institute. This book was released on 2019-03-20 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: PROC SQL: Beyond the Basics Using SAS®, Third Edition, is a step-by-step, example-driven guide that helps readers master the language of PROC SQL. Packed with analysis and examples illustrating an assortment of PROC SQL options, statements, and clauses, this book not only covers all the basics, but it also offers extensive guidance on complex topics such as set operators and correlated subqueries. Programmers at all levels will appreciate Kirk Lafler’s easy-to-follow examples, clear explanations, and handy tips to extend their knowledge of PROC SQL. This third edition explores new and powerful features in SAS® 9.4, including topics such as: IFC and IFN functions nearest neighbor processing the HAVING clause indexes It also features two completely new chapters on fuzzy matching and data-driven programming. Delving into the workings of PROC SQL with greater analysis and discussion, PROC SQL: Beyond the Basics Using SAS®, Third Edition, explores this powerful database language using discussion and numerous real-world examples.

Building a Data Warehouse

Author : Vincent Rainardi
Publisher : Apress
ISBN 13 : 9781590599310
Total Pages : 546 pages
Book Rating : 4.5/5 (993 download)

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Book Synopsis Building a Data Warehouse by : Vincent Rainardi

Download or read book Building a Data Warehouse written by Vincent Rainardi and published by Apress. This book was released on 2007-12-27 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building a Data Warehouse: With Examples in SQL Server describes how to build a data warehouse completely from scratch and shows practical examples on how to do it. Author Vincent Rainardi also describes some practical issues he has experienced that developers are likely to encounter in their first data warehousing project, along with solutions and advice. The relational database management system (RDBMS) used in the examples is SQL Server; the version will not be an issue as long as the user has SQL Server 2005 or later. The book is organized as follows. In the beginning of this book (chapters 1 through 6), you learn how to build a data warehouse, for example, defining the architecture, understanding the methodology, gathering the requirements, designing the data models, and creating the databases. Then in chapters 7 through 10, you learn how to populate the data warehouse, for example, extracting from source systems, loading the data stores, maintaining data quality, and utilizing the metadata. After you populate the data warehouse, in chapters 11 through 15, you explore how to present data to users using reports and multidimensional databases and how to use the data in the data warehouse for business intelligence, customer relationship management, and other purposes. Chapters 16 and 17 wrap up the book: After you have built your data warehouse, before it can be released to production, you need to test it thoroughly. After your application is in production, you need to understand how to administer data warehouse operation. What you’ll learn A detailed understanding of what it takes to build a data warehouse The implementation code in SQL Server to build the data warehouse Dimensional modeling, data extraction methods, data warehouse loading, populating dimension and fact tables, data quality, data warehouse architecture, and database design Practical data warehousing applications such as business intelligence reports, analytics applications, and customer relationship management Who this book is for There are three audiences for the book. The first are the people who implement the data warehouse. This could be considered a field guide for them. The second is database users/admins who want to get a good understanding of what it would take to build a data warehouse. Finally, the third audience is managers who must make decisions about aspects of the data warehousing task before them and use the book to learn about these issues.

Fuzzy Databases

Author : Jose Galindo
Publisher : IGI Global
ISBN 13 : 1591403243
Total Pages : 341 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Fuzzy Databases by : Jose Galindo

Download or read book Fuzzy Databases written by Jose Galindo and published by IGI Global. This book was released on 2006-01-01 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book includes an introduction to fuzzy logic, fuzzy databases and an overview of the state of the art in fuzzy modeling in databases"--Provided by publisher.

Fuzzy Databases

Author : Frederick E. Petry
Publisher : Springer Science & Business Media
ISBN 13 : 1461313198
Total Pages : 236 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Fuzzy Databases by : Frederick E. Petry

Download or read book Fuzzy Databases written by Frederick E. Petry and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the results of approximately 15 years of work from researchers around the world on the use of fuzzy set theory to represent imprecision in databases. The maturity of the research in the discipline and the recent developments in commercial/industrial fuzzy databases provided an opportunity to produce this survey. In this introduction we will describe briefly how fuzzy databases fit into the overall design of database systems and then overview the organization of the text. FUZZY DATABASE LANDSCAPE The last five years have been witness to a revolution in the database research community. The dominant data models have changed and the consensus on what constitutes worthwhile research is in flux. Also, at this time, it is possible to gain a perspective on what has been accomplished in the area of fuzzy databases. Therefore, now is an opportune time to take stock of the past and establish a framework. A framework should assist in evaluating future research through a better understanding of the different aspects of imprecision that a database can model [ 1 l.

Intelligent Information and Database Systems: Recent Developments

Author : Maciej Huk
Publisher : Springer
ISBN 13 : 3030141322
Total Pages : 438 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Intelligent Information and Database Systems: Recent Developments by : Maciej Huk

Download or read book Intelligent Information and Database Systems: Recent Developments written by Maciej Huk and published by Springer. This book was released on 2019-03-05 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents research reports selected to indicate the state of the art in intelligent and database systems and to promote new research in this field. It includes 34 chapters based on original research presented as posters at the 11th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2019), held in Yogyakarta, Indonesia on 8–11 April 2019. The increasing use of intelligent and database systems in various fields, such as industry, medicine and science places those two elements of computer science among the most important directions of research and application, which currently focuses on such key technologies as machine learning, cloud computing and processing of big data. It is estimated that further development of intelligent systems and the ability to gather, store and process enormous amounts of data will be needed to solve a number of crucial practical and theoretical problems. The book is divided into five parts: (a) Sensor Clouds and Internet of Things, (b) Machine Learning and Decision Support Systems, (c) Computer Vision Techniques and Applications, (d) Intelligent Systems in Biomedicine, and (e) Applications of Intelligent Information Systems. It is a valuable resource for researchers and practitioners interested in increasing the synergy between artificial intelligence and database technologies, as well as for graduate and Ph.D. students in computer science and related fields.

Microsoft SQL Server 2005 Integration Services Step by Step

Author : Paul Turley
Publisher : Pearson Education
ISBN 13 : 0735646309
Total Pages : 685 pages
Book Rating : 4.7/5 (356 download)

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Book Synopsis Microsoft SQL Server 2005 Integration Services Step by Step by : Paul Turley

Download or read book Microsoft SQL Server 2005 Integration Services Step by Step written by Paul Turley and published by Pearson Education. This book was released on 2007-06-20 with total page 685 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teach yourself the fundamentals of SQL Server Integration Services—one step at a time. This practical, learn-by-doing tutorial delivers the guidance you need to transform and consolidate data—and build solutions that support your business intelligence needs. Discover how to: Design and execute packages that transform data between files and relational databases Configure connection managers to access other data sources Create data flows that alter, split, match, and merge data Develop event-handlers and monitor package performance Encrypt sensitive information and control access to packages Customize script code to automate Control Flow and Data Flow tasks Debug, troubleshoot, and optimize packages CD features: All practice exercises Sample databases Fully searchable eBook For customers who purchase an ebook version of this title, instructions for downloading the CD files can be found in the ebook.

Knight's Microsoft SQL Server 2012 Integration Services 24-Hour Trainer

Author : Brian Knight
Publisher : John Wiley & Sons
ISBN 13 : 1118539141
Total Pages : 529 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Knight's Microsoft SQL Server 2012 Integration Services 24-Hour Trainer by : Brian Knight

Download or read book Knight's Microsoft SQL Server 2012 Integration Services 24-Hour Trainer written by Brian Knight and published by John Wiley & Sons. This book was released on 2012-11-27 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: Book-and-video package gets novices up to speed on Microsoft SQL Server 2012 If you need a practical, hands-on introduction, especially to SQL Server Integration Services (SSIS), this book-and-video package from authority Brian Knight is the perfect solution. Each lesson includes three major components: a description of how each SSIS feature or process works, a tutorial that walks you through the process or technique, and an accompanying video lesson. It's a complete learning package that will give you the confidence you need to start your first SSIS project. Guides novice database administrators and developers who are learning Microsoft SQL Server 2012 and SQL Server Integration Services (SSIS) Provides expert instruction from leading SQL Server authority and author, Brian Knight Includes a book and a video, complete instruction that includes lessons, hands-on tutorials, and video demonstrations by the author Covers the very latest changes and updates in the SQL Server 2012 release Microsoft SQL Server 2012 Integration Services 24-Hour Trainer makes SQL Server 2012 and SSIS much less intimidating. Note: CD-ROM/DVD and other supplementary materials are not included as part of the e-book file, but are available for download after purchase.

Mastering SQL Server 2017

Author : Miloš Radivojević
Publisher : Packt Publishing Ltd
ISBN 13 : 1838987525
Total Pages : 684 pages
Book Rating : 4.8/5 (389 download)

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Book Synopsis Mastering SQL Server 2017 by : Miloš Radivojević

Download or read book Mastering SQL Server 2017 written by Miloš Radivojević and published by Packt Publishing Ltd. This book was released on 2019-08-22 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage the power of SQL Server 2017 Integration Services to build data integration solutions with ease Key FeaturesWork with temporal tables to access information stored in a table at any timeGet familiar with the latest features in SQL Server 2017 Integration ServicesProgram and extend your packages to enhance their functionalityBook Description Microsoft SQL Server 2017 uses the power of R and Python for machine learning and containerization-based deployment on Windows and Linux. By learning how to use the features of SQL Server 2017 effectively, you can build scalable apps and easily perform data integration and transformation. You’ll start by brushing up on the features of SQL Server 2017. This Learning Path will then demonstrate how you can use Query Store, columnstore indexes, and In-Memory OLTP in your apps. You'll also learn to integrate Python code in SQL Server and graph database implementations for development and testing. Next, you'll get up to speed with designing and building SQL Server Integration Services (SSIS) data warehouse packages using SQL server data tools. Toward the concluding chapters, you’ll discover how to develop SSIS packages designed to maintain a data warehouse using the data flow and other control flow tasks. By the end of this Learning Path, you'll be equipped with the skills you need to design efficient, high-performance database applications with confidence. This Learning Path includes content from the following Packt books: SQL Server 2017 Developer's Guide by Miloš Radivojević, Dejan Sarka, et. al SQL Server 2017 Integration Services Cookbook by Christian Cote, Dejan Sarka, et. alWhat you will learnUse columnstore indexes to make storage and performance improvementsExtend database design solutions using temporal tablesExchange JSON data between applications and SQL ServerMigrate historical data to Microsoft Azure by using Stretch DatabaseDesign the architecture of a modern Extract, Transform, and Load (ETL) solutionImplement ETL solutions using Integration Services for both on-premise and Azure dataWho this book is for This Learning Path is for database developers and solution architects looking to develop ETL solutions with SSIS, and explore the new features in SSIS 2017. Advanced analysis practitioners, business intelligence developers, and database consultants dealing with performance tuning will also find this book useful. Basic understanding of database concepts and T-SQL is required to get the best out of this Learning Path.

Database and Expert Systems Applications

Author : Trevor Bench-Capon
Publisher : Springer
ISBN 13 : 3540483098
Total Pages : 1123 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Database and Expert Systems Applications by : Trevor Bench-Capon

Download or read book Database and Expert Systems Applications written by Trevor Bench-Capon and published by Springer. This book was released on 2003-07-31 with total page 1123 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Database and Expert Systems Applications (DEXA) conferences bring together researchers and practitioners from all over the world to exchange ideas, experiences and opinions in a friendly and stimulating environment. The papers are at once a record of what has been achieved and the first steps towards shaping the future of information systems. DEXA covers a broad field, and all aspects of database, knowledge base and related technologies and their applications are represented. Once again there were a good number of submissions: 241 papers were submitted and of these the programme committee selected 103 to be presented. DEXA’99 took place in Florence and was the tenth conference in the series, following events in Vienna, Berlin, Valencia, Prague, Athens, London, Zurich, Toulouse and Vienna. The decade has seen many developments in the areas covered by DEXA, developments in which DEXA has played its part. I would like to express thanks to all the institutions which have actively supported and made possible this conference, namely: • University of Florence, Italy • IDG CNR, Italy • FAW – University of Linz, Austria • Austrian Computer Society • DEXA Association In addition, we must thank all the people who have contributed their time and effort to make the conference possible. Special thanks go to Maria Schweikert (Technical University of Vienna), M. Neubauer and G. Wagner (FAW, University of Linz). We must also thank all the members of the programme committee, whose careful reviews are important to the quality of the conference.

Cody's Data Cleaning Techniques Using SAS, Third Edition

Author : Ron Cody
Publisher : SAS Institute
ISBN 13 : 1635260698
Total Pages : 234 pages
Book Rating : 4.6/5 (352 download)

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Book Synopsis Cody's Data Cleaning Techniques Using SAS, Third Edition by : Ron Cody

Download or read book Cody's Data Cleaning Techniques Using SAS, Third Edition written by Ron Cody and published by SAS Institute. This book was released on 2017-03-15 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written in Ron Cody's signature informal, tutorial style, this book develops and demonstrates data cleaning programs and macros that you can use as written or modify which will make your job of data cleaning easier, faster, and more efficient. --

Fuzziness in Information Systems

Author : Miroslav Hudec
Publisher : Springer
ISBN 13 : 3319425188
Total Pages : 210 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Fuzziness in Information Systems by : Miroslav Hudec

Download or read book Fuzziness in Information Systems written by Miroslav Hudec and published by Springer. This book was released on 2016-09-28 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an essential contribution to the description of fuzziness in information systems. Usually users want to retrieve data or summarized information from a database and are interested in classifying it or building rule-based systems on it. But they are often not aware of the nature of this data and/or are unable to determine clear search criteria. The book examines theoretical and practical approaches to fuzziness in information systems based on statistical data related to territorial units. Chapter 1 discusses the theory of fuzzy sets and fuzzy logic to enable readers to understand the information presented in the book. Chapter 2 is devoted to flexible queries and includes issues like constructing fuzzy sets for query conditions, and aggregation operators for commutative and non-commutative conditions, while Chapter 3 focuses on linguistic summaries. Chapter 4 presents fuzzy logic control architecture adjusted specifically for the aims of business and governmental agencies, and shows fuzzy rules and procedures for solving inference tasks. Chapter 5 covers the fuzzification of classical relational databases with an emphasis on storing fuzzy data in classical relational databases in such a way that existing data and normal forms are not affected. This book also examines practical aspects of user-friendly interfaces for storing, updating, querying and summarizing. Lastly, Chapter 6 briefly discusses possible integration of fuzzy queries, summarization and inference related to crisp and fuzzy databases. The main target audience of the book is researchers and students working in the fields of data analysis, database design and business intelligence. As it does not go too deeply into the foundation and mathematical theory of fuzzy logic and relational algebra, it is also of interest to advanced professionals developing tailored applications based on fuzzy sets.

Microsoft SQL Server 2012 Integration Services

Author : Wee-Hyong Tok
Publisher : Pearson Education
ISBN 13 : 0735669910
Total Pages : 963 pages
Book Rating : 4.7/5 (356 download)

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Book Synopsis Microsoft SQL Server 2012 Integration Services by : Wee-Hyong Tok

Download or read book Microsoft SQL Server 2012 Integration Services written by Wee-Hyong Tok and published by Pearson Education. This book was released on 2012-09-15 with total page 963 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build and manage data integration solutions with expert guidance from the Microsoft SQL Server Integration Services (SSIS) team. See best practices in action and dive deep into the SSIS engine, SSISDB catalog, and security features. Using the developer enhancements in SQL Server 2012 and the flexible SSIS toolset, you’ll handle complex data integration scenarios more efficiently—and acquire the skills you need to build comprehensive solutions. Discover how to: Use SSIS to extract, transform, and load data from multiple data sources Apply best practices to optimize package and project configuration and deployment Manage security settings in the SSISDB catalog and control package access Work with SSIS data quality features to profile, cleanse, and increase reliability Monitor, troubleshoot, and tune SSIS solutions with advanced features such as detailed views and data taps Load data incrementally to capture an easily consumable stream of insert, update, and delete activity

SQL Server 2017 Integration Services Cookbook

Author : Christian Cote
Publisher : Packt Publishing Ltd
ISBN 13 : 1786460874
Total Pages : 551 pages
Book Rating : 4.7/5 (864 download)

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Book Synopsis SQL Server 2017 Integration Services Cookbook by : Christian Cote

Download or read book SQL Server 2017 Integration Services Cookbook written by Christian Cote and published by Packt Publishing Ltd. This book was released on 2017-06-30 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harness the power of SQL Server 2017 Integration Services to build your data integration solutions with ease About This Book Acquaint yourself with all the newly introduced features in SQL Server 2017 Integration Services Program and extend your packages to enhance their functionality This detailed, step-by-step guide covers everything you need to develop efficient data integration and data transformation solutions for your organization Who This Book Is For This book is ideal for software engineers, DW/ETL architects, and ETL developers who need to create a new, or enhance an existing, ETL implementation with SQL Server 2017 Integration Services. This book would also be good for individuals who develop ETL solutions that use SSIS and are keen to learn the new features and capabilities in SSIS 2017. What You Will Learn Understand the key components of an ETL solution using SQL Server 2016-2017 Integration Services Design the architecture of a modern ETL solution Have a good knowledge of the new capabilities and features added to Integration Services Implement ETL solutions using Integration Services for both on-premises and Azure data Improve the performance and scalability of an ETL solution Enhance the ETL solution using a custom framework Be able to work on the ETL solution with many other developers and have common design paradigms or techniques Effectively use scripting to solve complex data issues In Detail SQL Server Integration Services is a tool that facilitates data extraction, consolidation, and loading options (ETL), SQL Server coding enhancements, data warehousing, and customizations. With the help of the recipes in this book, you'll gain complete hands-on experience of SSIS 2017 as well as the 2016 new features, design and development improvements including SCD, Tuning, and Customizations. At the start, you'll learn to install and set up SSIS as well other SQL Server resources to make optimal use of this Business Intelligence tools. We'll begin by taking you through the new features in SSIS 2016/2017 and implementing the necessary features to get a modern scalable ETL solution that fits the modern data warehouse. Through the course of chapters, you will learn how to design and build SSIS data warehouses packages using SQL Server Data Tools. Additionally, you'll learn to develop SSIS packages designed to maintain a data warehouse using the Data Flow and other control flow tasks. You'll also be demonstrated many recipes on cleansing data and how to get the end result after applying different transformations. Some real-world scenarios that you might face are also covered and how to handle various issues that you might face when designing your packages. At the end of this book, you'll get to know all the key concepts to perform data integration and transformation. You'll have explored on-premises Big Data integration processes to create a classic data warehouse, and will know how to extend the toolbox with custom tasks and transforms. Style and approach This cookbook follows a problem-solution approach and tackles all kinds of data integration scenarios by using the capabilities of SQL Server 2016 Integration Services. This book is well supplemented with screenshots, tips, and tricks. Each recipe focuses on a particular task and is written in a very easy-to-follow manner.

DB2 Universal Database V6.1 for UNIX, Windows, and OS/2 Certification Guide

Author : Jonathan Cook
Publisher :
ISBN 13 :
Total Pages : 1060 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis DB2 Universal Database V6.1 for UNIX, Windows, and OS/2 Certification Guide by : Jonathan Cook

Download or read book DB2 Universal Database V6.1 for UNIX, Windows, and OS/2 Certification Guide written by Jonathan Cook and published by . This book was released on 2000 with total page 1060 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is IBM's definitive guide to the newest version of DB2 Universal Database. It contains end-to-end coverage for every DB2 developer and administrator--and for anyone who wants to achieve IBM DB2 certification. Covers the latest UDB 6.21 features for all platforms: Windows, UNIX, and OS/2--including installation, networking, security, SQL, data integrity, recovery, optimization, and more.

Handbook of Research on Innovative Database Query Processing Techniques

Author : Yan, Li
Publisher : IGI Global
ISBN 13 : 1466687681
Total Pages : 652 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Innovative Database Query Processing Techniques by : Yan, Li

Download or read book Handbook of Research on Innovative Database Query Processing Techniques written by Yan, Li and published by IGI Global. This book was released on 2015-09-25 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research and development surrounding the use of data queries is receiving increased attention from computer scientists and data specialists alike. Through the use of query technology, large volumes of data in databases can be retrieved, and information systems built based on databases can support problem solving and decision making across industries. The Handbook of Research on Innovative Database Query Processing Techniques focuses on the growing topic of database query processing methods, technologies, and applications. Aimed at providing an all-inclusive reference source of technologies and practices in advanced database query systems, this book investigates various techniques, including database and XML queries, spatiotemporal data queries, big data queries, metadata queries, and applications of database query systems. This comprehensive handbook is a necessary resource for students, IT professionals, data analysts, and academicians interested in uncovering the latest methods for using queries as a means to extract information from databases. This all-inclusive handbook includes the latest research on topics pertaining to information retrieval, data extraction, data management, design and development of database queries, and database and XM queries.

Microsoft SQL Server 2005 Integration Services

Author : Kirk Haselden
Publisher : Sams Publishing
ISBN 13 : 0768689988
Total Pages : 742 pages
Book Rating : 4.7/5 (686 download)

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Book Synopsis Microsoft SQL Server 2005 Integration Services by : Kirk Haselden

Download or read book Microsoft SQL Server 2005 Integration Services written by Kirk Haselden and published by Sams Publishing. This book was released on 2006-07-21 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt: All medium to large companies have to deal with data being stored in a number of databases, spreadsheets and proprietary applications. Bringing all this data together into one system can be useful to analyzing the business; but can also be quite difficult to do. Integration Services is the next big bet in Microsoft's business intelligence lineup, providing you with true enterprise extract transform and load features (ETL). Microsoft SQL Server 2005 Integration Services concentrates on providing you with real world solutions to real world problems, giving you a head start on various projects. If you are only evaluating Integration Services, you'll be able to focus on the early chapters with the option of drilling down into details in the later chapters where some of the more complex concepts will be discussed in detail. The interesting sidebars peppered throughout the book provide insight into the processes, people and decisions that yielded the final IS product.