Download or read book The Practitioner s Guide to Data Quality Improvement written by David Loshin and published by Elsevier. This book was released on 2010-11-22 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Practitioner's Guide to Data Quality Improvement offers a comprehensive look at data quality for business and IT, encompassing people, process, and technology. It shares the fundamentals for understanding the impacts of poor data quality, and guides practitioners and managers alike in socializing, gaining sponsorship for, planning, and establishing a data quality program. It demonstrates how to institute and run a data quality program, from first thoughts and justifications to maintenance and ongoing metrics. It includes an in-depth look at the use of data quality tools, including business case templates, and tools for analysis, reporting, and strategic planning. This book is recommended for data management practitioners, including database analysts, information analysts, data administrators, data architects, enterprise architects, data warehouse engineers, and systems analysts, and their managers. - Offers a comprehensive look at data quality for business and IT, encompassing people, process, and technology. - Shows how to institute and run a data quality program, from first thoughts and justifications to maintenance and ongoing metrics. - Includes an in-depth look at the use of data quality tools, including business case templates, and tools for analysis, reporting, and strategic planning.

Download or read book Subnational Data Requirements for Fiscal Decentralization written by Serdar Yilmaz and published by World Bank Publications. This book was released on 2003-01-01 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication has been produced as part of a capacity building programme to strengthen the ability of national statistical systems to collect subnational demographic, socio economic and fiscal data. This is important in the design of public policy options, particularly as subnational governments in the transition economies of Central and Eastern Europe become responsible for the delivery of local services. This publication contains case studies from five countries in Central and Eastern Europe that are at different stages of fiscal decentralisation (covering Bulgaria, Romania, the Slovak Republic, Slovenia, and Ukraine).

Download or read book Data Requirements for Monitoring Truck Safety written by and published by Transportation Research Board. This book was released on 1990 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: The existing truck accident and travel data are not adequate for determining the trends in truck safety or for guiding actions that could reduce accident losses. Therefore the Transportation Research Board, with support from the Federal Highway Administration, the Motor Vehicle Manufacturers Association, the Highway Users Federation, and the Trucking Research Institute of the American Trucking Associations, undertook this study to recommend improvements in the data systems used to monitor truck safety and to develop programs to reduce accident losses.

Download or read book Data Warehouse Requirements Engineering written by Naveen Prakash and published by Springer. This book was released on 2018-01-29 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the first to focus on the issue of Data Warehouse Requirements Engineering, this book introduces a model-driven requirements process used to identify requirements granules and incrementally develop data warehouse fragments. In addition, it presents an approach to the pair-wise integration of requirements granules for consolidating multiple data warehouse fragments. The process is systematic and does away with the fuzziness associated with existing techniques. Thus, consolidation is treated as a requirements engineering issue. The notion of a decision occupies a central position in the decision-based approach. On one hand, information relevant to a decision must be elicited from stakeholders; modeled; and transformed into multi-dimensional form. On the other, decisions themselves are to be obtained from decision applications. For the former, the authors introduce a suite of information elicitation techniques specific to data warehousing. This information is subsequently converted into multi-dimensional form. For the latter, not only are decisions obtained from decision applications for managing operational businesses, but also from applications for formulating business policies and for defining rules for enforcing policies, respectively. In this context, the book presents a broad range of models, tools and techniques. For readers from academia, the book identifies the scientific/technological problems it addresses and provides cogent arguments for the proposed solutions; for readers from industry, it presents an approach for ensuring that the product meets its requirements while ensuring low lead times in delivery.

Download or read book Application of Big Data for National Security written by Babak Akhgar and published by Butterworth-Heinemann. This book was released on 2015-02-14 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Application of Big Data for National Security provides users with state-of-the-art concepts, methods, and technologies for Big Data analytics in the fight against terrorism and crime, including a wide range of case studies and application scenarios. This book combines expertise from an international team of experts in law enforcement, national security, and law, as well as computer sciences, criminology, linguistics, and psychology, creating a unique cross-disciplinary collection of knowledge and insights into this increasingly global issue. The strategic frameworks and critical factors presented in Application of Big Data for National Security consider technical, legal, ethical, and societal impacts, but also practical considerations of Big Data system design and deployment, illustrating how data and security concerns intersect. In identifying current and future technical and operational challenges it supports law enforcement and government agencies in their operational, tactical and strategic decisions when employing Big Data for national security - Contextualizes the Big Data concept and how it relates to national security and crime detection and prevention - Presents strategic approaches for the design, adoption, and deployment of Big Data technologies in preventing terrorism and reducing crime - Includes a series of case studies and scenarios to demonstrate the application of Big Data in a national security context - Indicates future directions for Big Data as an enabler of advanced crime prevention and detection

Download or read book Site Reliability Engineering written by Niall Richard Murphy and published by "O'Reilly Media, Inc.". This book was released on 2016-03-23 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: The overwhelming majority of a software system’s lifespan is spent in use, not in design or implementation. So, why does conventional wisdom insist that software engineers focus primarily on the design and development of large-scale computing systems? In this collection of essays and articles, key members of Google’s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You’ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient—lessons directly applicable to your organization. This book is divided into four sections: Introduction—Learn what site reliability engineering is and why it differs from conventional IT industry practices Principles—Examine the patterns, behaviors, and areas of concern that influence the work of a site reliability engineer (SRE) Practices—Understand the theory and practice of an SRE’s day-to-day work: building and operating large distributed computing systems Management—Explore Google's best practices for training, communication, and meetings that your organization can use

Download or read book Implementing Analytics written by Nauman Sheikh and published by Newnes. This book was released on 2013-05-06 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi-million dollar technology and manpower. A technology agnostic methodology that breaks down complex tasks like model design and tuning and emphasizes business decisions rather than the technology behind analytics. - Simplifies the understanding of analytics from a technical and functional perspective and shows a wide array of problems that can be tackled using existing technology - Provides a detailed step by step approach to identify opportunities, extract requirements, design variables and build and test models. It further explains the business decision strategies to use analytics models and provides an overview for governance and tuning - Helps formalize analytics projects from staffing, technology and implementation perspectives - Emphasizes machine learning and data mining over statistics and shows how the role of a Data Scientist can be broken down and still deliver the value by building a robust development process

Download or read book Climate Data Records from Environmental Satellites written by National Research Council and published by National Academies Press. This book was released on 2004-08-26 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: The report outlines key elements to consider in designing a program to create climate-quality data from satellites. It examines historical attempts to create climate data records, provides advice on steps for generating, re-analyzing, and storing satellite climate data, and discusses the importance of partnering between agencies, academia, and industry. NOAA will use this report-the first in a two-part study-to draft an implementation plan for climate data records.

Download or read book Data Requirements A Complete Guide 2019 Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2019-07-07 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are the business goals data requirements is aiming to achieve? Who sets the data requirements standards? How do you hand over data requirements context? How do you catch data requirements definition inconsistencies? How do you ensure that the data requirements opportunity is realistic? This valuable Data Requirements self-assessment will make you the trusted Data Requirements domain adviser by revealing just what you need to know to be fluent and ready for any Data Requirements challenge. How do I reduce the effort in the Data Requirements work to be done to get problems solved? How can I ensure that plans of action include every Data Requirements task and that every Data Requirements outcome is in place? How will I save time investigating strategic and tactical options and ensuring Data Requirements costs are low? How can I deliver tailored Data Requirements advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Data Requirements essentials are covered, from every angle: the Data Requirements self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Data Requirements outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Data Requirements practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Data Requirements are maximized with professional results. Your purchase includes access details to the Data Requirements self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Data Requirements Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Download or read book Towards Interoperable Research Infrastructures for Environmental and Earth Sciences written by Zhiming Zhao and published by Springer Nature. This book was released on 2020-07-24 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book summarises the latest developments on data management in the EU H2020 ENVRIplus project, which brought together more than 20 environmental and Earth science research infrastructures into a single community. It provides readers with a systematic overview of the common challenges faced by research infrastructures and how a ‘reference model guided’ engineering approach can be used to achieve greater interoperability among such infrastructures in the environmental and earth sciences. The 20 contributions in this book are structured in 5 parts on the design, development, deployment, operation and use of research infrastructures. Part one provides an overview of the state of the art of research infrastructure and relevant e-Infrastructure technologies, part two discusses the reference model guided engineering approach, the third part presents the software and tools developed for common data management challenges, the fourth part demonstrates the software via several use cases, and the last part discusses the sustainability and future directions.

Download or read book The Microsoft Data Warehouse Toolkit written by Joy Mundy and published by John Wiley & Sons. This book was released on 2011-03-08 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: Best practices and invaluable advice from world-renowned data warehouse experts In this book, leading data warehouse experts from the Kimball Group share best practices for using the upcoming “Business Intelligence release” of SQL Server, referred to as SQL Server 2008 R2. In this new edition, the authors explain how SQL Server 2008 R2 provides a collection of powerful new tools that extend the power of its BI toolset to Excel and SharePoint users and they show how to use SQL Server to build a successful data warehouse that supports the business intelligence requirements that are common to most organizations. Covering the complete suite of data warehousing and BI tools that are part of SQL Server 2008 R2, as well as Microsoft Office, the authors walk you through a full project lifecycle, including design, development, deployment and maintenance. Features more than 50 percent new and revised material that covers the rich new feature set of the SQL Server 2008 R2 release, as well as the Office 2010 release Includes brand new content that focuses on PowerPivot for Excel and SharePoint, Master Data Services, and discusses updated capabilities of SQL Server Analysis, Integration, and Reporting Services Shares detailed case examples that clearly illustrate how to best apply the techniques described in the book The accompanying Web site contains all code samples as well as the sample database used throughout the case studies The Microsoft Data Warehouse Toolkit, Second Edition provides you with the knowledge of how and when to use BI tools such as Analysis Services and Integration Services to accomplish your most essential data warehousing tasks.

Download or read book Master Data Management written by David Loshin and published by Morgan Kaufmann. This book was released on 2010-07-28 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: The key to a successful MDM initiative isn't technology or methods, it's people: the stakeholders in the organization and their complex ownership of the data that the initiative will affect.Master Data Management equips you with a deeply practical, business-focused way of thinking about MDM—an understanding that will greatly enhance your ability to communicate with stakeholders and win their support. Moreover, it will help you deserve their support: you'll master all the details involved in planning and executing an MDM project that leads to measurable improvements in business productivity and effectiveness. - Presents a comprehensive roadmap that you can adapt to any MDM project - Emphasizes the critical goal of maintaining and improving data quality - Provides guidelines for determining which data to "master. - Examines special issues relating to master data metadata - Considers a range of MDM architectural styles - Covers the synchronization of master data across the application infrastructure

Download or read book Data Requirements Standard Requirements written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2018-11-30 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you cover the five essential competencies: Communication, Collaboration, Innovation, Adaptability, and Leadership that improve an organization's ability to leverage the new Data Requirements in a volatile global economy? Will team members perform Data Requirements work when assigned and in a timely fashion? What other organizational variables, such as reward systems or communication systems, affect the performance of this Data Requirements process? Are there recognized Data Requirements problems? How do you measure improved Data Requirements service perception, and satisfaction? This astounding Data Requirements self-assessment will make you the dependable Data Requirements domain auditor by revealing just what you need to know to be fluent and ready for any Data Requirements challenge. How do I reduce the effort in the Data Requirements work to be done to get problems solved? How can I ensure that plans of action include every Data Requirements task and that every Data Requirements outcome is in place? How will I save time investigating strategic and tactical options and ensuring Data Requirements costs are low? How can I deliver tailored Data Requirements advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Data Requirements essentials are covered, from every angle: the Data Requirements self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Data Requirements outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Data Requirements practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Data Requirements are maximized with professional results. Your purchase includes access details to the Data Requirements self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard, and... - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation ...plus an extra, special, resource that helps you with project managing. INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Download or read book Data reporting Requirements for State and Local Educational Agencies Education Division Department of Health Education and Welfare written by United States. General Accounting Office and published by . This book was released on 1975 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Data Requirements for Integrated Urban Water Management written by Tim Fletcher and published by CRC Press. This book was released on 2008-01-07 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrated urban water management relies on data allowing us to analyse, understand and predict the behaviour of the individual water cycle components and their interactions. The concomitant monitoring of the complex of urban water system elements makes it possible to grasp the entirety of relations among the various components of the urban water cycle and so develop a holistic approach to solving urban water problems. Data Requirements for Integrated Urban Water Managements - issuing from UNESCO's International Hydrological Programme project on this topic - is geared towards improving integrated urban water management by providing guidance on the collection, validation, storage, assessment and utilization of the relevant data. The first part of this volume describes general principles for developing a monitoring programme in support of sustainable urban water management. The second part examines in detail the monitoring of individual water cycle components. Two case studies in the final part illustrating attempts to deliver an integrated monitoring system help demonstrate the fundamental principles of sustainable urban water management elaborated here.

Download or read book Data Democracy written by Feras A. Batarseh and published by Academic Press. This book was released on 2020-01-21 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Democracy: At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering provides a manifesto to data democracy. After reading the chapters of this book, you are informed and suitably warned! You are already part of the data republic, and you (and all of us) need to ensure that our data fall in the right hands. Everything you click, buy, swipe, try, sell, drive, or fly is a data point. But who owns the data? At this point, not you! You do not even have access to most of it. The next best empire of our planet is one who owns and controls the world’s best dataset. If you consume or create data, if you are a citizen of the data republic (willingly or grudgingly), and if you are interested in making a decision or finding the truth through data-driven analysis, this book is for you. A group of experts, academics, data science researchers, and industry practitioners gathered to write this manifesto about data democracy. The future of the data republic, life within a data democracy, and our digital freedoms An in-depth analysis of open science, open data, open source software, and their future challenges A comprehensive review of data democracy's implications within domains such as: healthcare, space exploration, earth sciences, business, and psychology The democratization of Artificial Intelligence (AI), and data issues such as: Bias, imbalance, context, and knowledge extraction A systematic review of AI methods applied to software engineering problems

Download or read book Software System Design and Modeling with Interactive Project Manager written by SLPSoft and published by SLPSoft. This book was released on with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Software System Design and Modeling enables us to view software in terms of a system. When designing a system, we start with the system requirement and then translate the system requirement to a real product. By using the concept presented in this book, we can design and model a system from the system requirement and then produce the UML model of the system before starting coding. Some key topics discussed in this book include multiple views of a system, requirement interpretation, requirement application, requirement duplication, system function and problem solved by system, agile and scrum methodology, fixed system requirement and non-fixed requirement, incremental software development process, and more. Using the tools from the book, you can develop a system with a full lifecycle. As time goes on, the tools from the book make it possible to update parts of the system that need to be updated without any frustration rather than reinventing the wheel.