The Practitioners Guide To Data Quality Improvement

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The Practitioner's Guide to Data Quality Improvement

Author : David Loshin
Publisher : Elsevier
ISBN 13 : 9780080920344
Total Pages : 432 pages
Book Rating : 4.9/5 (23 download)

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Book Synopsis The Practitioner's Guide to Data Quality Improvement by : David Loshin

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 432 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.

Measuring Data Quality for Ongoing Improvement

Author : Laura Sebastian-Coleman
Publisher : Newnes
ISBN 13 : 0123977541
Total Pages : 376 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Measuring Data Quality for Ongoing Improvement by : Laura Sebastian-Coleman

Download or read book Measuring Data Quality for Ongoing Improvement written by Laura Sebastian-Coleman and published by Newnes. This book was released on 2012-12-31 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Data Quality Assessment Framework shows you how to measure and monitor data quality, ensuring quality over time. You’ll start with general concepts of measurement and work your way through a detailed framework of more than three dozen measurement types related to five objective dimensions of quality: completeness, timeliness, consistency, validity, and integrity. Ongoing measurement, rather than one time activities will help your organization reach a new level of data quality. This plain-language approach to measuring data can be understood by both business and IT and provides practical guidance on how to apply the DQAF within any organization enabling you to prioritize measurements and effectively report on results. Strategies for using data measurement to govern and improve the quality of data and guidelines for applying the framework within a data asset are included. You’ll come away able to prioritize which measurement types to implement, knowing where to place them in a data flow and how frequently to measure. Common conceptual models for defining and storing of data quality results for purposes of trend analysis are also included as well as generic business requirements for ongoing measuring and monitoring including calculations and comparisons that make the measurements meaningful and help understand trends and detect anomalies. Demonstrates how to leverage a technology independent data quality measurement framework for your specific business priorities and data quality challenges Enables discussions between business and IT with a non-technical vocabulary for data quality measurement Describes how to measure data quality on an ongoing basis with generic measurement types that can be applied to any situation

A Practitioner's Guide to Business Analytics (PB)

Author : Randy Bartlett
Publisher : McGraw Hill Professional
ISBN 13 : 0071807608
Total Pages : 289 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis A Practitioner's Guide to Business Analytics (PB) by : Randy Bartlett

Download or read book A Practitioner's Guide to Business Analytics (PB) written by Randy Bartlett and published by McGraw Hill Professional. This book was released on 2013-01-25 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain the competitive edge with the smart use of business analytics In today’s volatile business environment, the strategic use of business analytics is more important than ever. A Practitioners Guide to Business Analytics helps you get the organizational commitment you need to get business analytics up and running in your company. It provides solutions for meeting the strategic challenges of applying analytics, such as: Integrating analytics into decision making, corporate culture, and business strategy Leading and organizing analytics within the corporation Applying statistical qualifications, statistical diagnostics, and statistical review Providing effective building blocks to support analytics—statistical software, data collection, and data management Randy Bartlett, Ph.D., is Chief Statistical Officer of the consulting company Blue Sigma Analytics. He currently works with Infosys, where he has helped build their new Business Analytics practice.

The Practitioner's Guide to Graph Data

Author : Denise Gosnell
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492044024
Total Pages : 471 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis The Practitioner's Guide to Graph Data by : Denise Gosnell

Download or read book The Practitioner's Guide to Graph Data written by Denise Gosnell and published by "O'Reilly Media, Inc.". This book was released on 2020-03-20 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: Graph data closes the gap between the way humans and computers view the world. While computers rely on static rows and columns of data, people navigate and reason about life through relationships. This practical guide demonstrates how graph data brings these two approaches together. By working with concepts from graph theory, database schema, distributed systems, and data analysis, you’ll arrive at a unique intersection known as graph thinking. Authors Denise Koessler Gosnell and Matthias Broecheler show data engineers, data scientists, and data analysts how to solve complex problems with graph databases. You’ll explore templates for building with graph technology, along with examples that demonstrate how teams think about graph data within an application. Build an example application architecture with relational and graph technologies Use graph technology to build a Customer 360 application, the most popular graph data pattern today Dive into hierarchical data and troubleshoot a new paradigm that comes from working with graph data Find paths in graph data and learn why your trust in different paths motivates and informs your preferences Use collaborative filtering to design a Netflix-inspired recommendation system

A Practitioner's Guide to Data Governance

Author : Uma Gupta
Publisher : Emerald Group Publishing
ISBN 13 : 178973567X
Total Pages : 248 pages
Book Rating : 4.7/5 (897 download)

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Book Synopsis A Practitioner's Guide to Data Governance by : Uma Gupta

Download or read book A Practitioner's Guide to Data Governance written by Uma Gupta and published by Emerald Group Publishing. This book was released on 2020-07-08 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data governance looks simple on paper, but in reality it is a complex issue facing organizations. In this practical guide, data experts Uma Gupta and San Cannon look to demystify data governance through pragmatic advice based on real-world experience and cutting-edge academic research.

The Improvement Guide

Author : Gerald J. Langley
Publisher : John Wiley & Sons
ISBN 13 : 0470549033
Total Pages : 514 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis The Improvement Guide by : Gerald J. Langley

Download or read book The Improvement Guide written by Gerald J. Langley and published by John Wiley & Sons. This book was released on 2009-06-03 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of this bestselling guide offers an integrated approach to process improvement that delivers quick and substantial results in quality and productivity in diverse settings. The authors explore their Model for Improvement that worked with international improvement efforts at multinational companies as well as in different industries such as healthcare and public agencies. This edition includes new information that shows how to accelerate improvement by spreading changes across multiple sites. The book presents a practical tool kit of ideas, examples, and applications.

The Practitioner's Guide to Governance as Leadership

Author : Cathy A. Trower
Publisher : John Wiley & Sons
ISBN 13 : 1118109872
Total Pages : 274 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis The Practitioner's Guide to Governance as Leadership by : Cathy A. Trower

Download or read book The Practitioner's Guide to Governance as Leadership written by Cathy A. Trower and published by John Wiley & Sons. This book was released on 2012-12-17 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE PRACTITIONER’S GUIDE TO GOVERNANCE AS LEADERSHIP The Practitioner’s Guide to Governance as Leadership offers a resource that shows how to achieve excellence and peak performance in the boardroom by putting into practice the groundbreaking model that was introduced in the book, Governance as Leadership. This proven model of effective governance explores how to attain proficiency in three governance modes or mindsets: fiduciary, strategic, and generative. Throughout the book, author Cathy Trower offers an understanding of the Governance as Leadership model through a wealth of illustrative examples of high-performing nonprofit boards. She explores the challenges of implementing governance as leadership and suggests ideas for getting started and overcoming barriers to progress. In addition, Trower provides practical guidance for optimizing the practices that will improve organizational performance including: flow (high skill and high purpose), discernment, deliberation, divergent thinking, insight, meaningfulness, consequence to the organization, and integrity. In short, the book is a combination of sophisticated thinking, instructive vignettes, illustrative documents, and practical recommendations. The book includes concrete strategies that can help improve critical thinking in the boardroom, a board’s overall performance as a team, as well as information for creating a strong governance culture and understanding what is required of an effective CEO and a chairperson. To determine a board’s fitness and help the members move forward, the book contains three types of assessments: board members evaluate each other; individual board member assessments; and an overall team assessment. This practitioner’s guide is written for nonprofit board members, chief executives, senior staff members, and anyone who wants to reflect on governance, discern how to govern better, and achieve higher performance in the process.

A Practitioner's Guide to Software Test Design

Author : Lee Copeland
Publisher : Artech House
ISBN 13 : 9781580537322
Total Pages : 328 pages
Book Rating : 4.5/5 (373 download)

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Book Synopsis A Practitioner's Guide to Software Test Design by : Lee Copeland

Download or read book A Practitioner's Guide to Software Test Design written by Lee Copeland and published by Artech House. This book was released on 2004 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a leading expert in the field, this unique volume contains current test design approaches and focuses only on software test design. Copeland illustrates each test design through detailed examples and step-by-step instructions.

Handbook of Data Quality

Author : Shazia Sadiq
Publisher : Springer Science & Business Media
ISBN 13 : 3642362575
Total Pages : 438 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Handbook of Data Quality by : Shazia Sadiq

Download or read book Handbook of Data Quality written by Shazia Sadiq and published by Springer Science & Business Media. This book was released on 2013-08-13 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: The issue of data quality is as old as data itself. However, the proliferation of diverse, large-scale and often publically available data on the Web has increased the risk of poor data quality and misleading data interpretations. On the other hand, data is now exposed at a much more strategic level e.g. through business intelligence systems, increasing manifold the stakes involved for individuals, corporations as well as government agencies. There, the lack of knowledge about data accuracy, currency or completeness can have erroneous and even catastrophic results. With these changes, traditional approaches to data management in general, and data quality control specifically, are challenged. There is an evident need to incorporate data quality considerations into the whole data cycle, encompassing managerial/governance as well as technical aspects. Data quality experts from research and industry agree that a unified framework for data quality management should bring together organizational, architectural and computational approaches. Accordingly, Sadiq structured this handbook in four parts: Part I is on organizational solutions, i.e. the development of data quality objectives for the organization, and the development of strategies to establish roles, processes, policies, and standards required to manage and ensure data quality. Part II, on architectural solutions, covers the technology landscape required to deploy developed data quality management processes, standards and policies. Part III, on computational solutions, presents effective and efficient tools and techniques related to record linkage, lineage and provenance, data uncertainty, and advanced integrity constraints. Finally, Part IV is devoted to case studies of successful data quality initiatives that highlight the various aspects of data quality in action. The individual chapters present both an overview of the respective topic in terms of historical research and/or practice and state of the art, as well as specific techniques, methodologies and frameworks developed by the individual contributors. Researchers and students of computer science, information systems, or business management as well as data professionals and practitioners will benefit most from this handbook by not only focusing on the various sections relevant to their research area or particular practical work, but by also studying chapters that they may initially consider not to be directly relevant to them, as there they will learn about new perspectives and approaches.

Quantitative Value, + Web Site

Author : Wesley R. Gray
Publisher : John Wiley & Sons
ISBN 13 : 1118328078
Total Pages : 293 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Quantitative Value, + Web Site by : Wesley R. Gray

Download or read book Quantitative Value, + Web Site written by Wesley R. Gray and published by John Wiley & Sons. This book was released on 2012-12-26 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: A must-read book on the quantitative value investment strategy Warren Buffett and Ed Thorp represent two spectrums of investing: one value driven, one quantitative. Where they align is in their belief that the market is beatable. This book seeks to take the best aspects of value investing and quantitative investing as disciplines and apply them to a completely unique approach to stock selection. Such an approach has several advantages over pure value or pure quantitative investing. This new investing strategy framed by the book is known as quantitative value, a superior, market-beating method to investing in stocks. Quantitative Value provides practical insights into an investment strategy that links the fundamental value investing philosophy of Warren Buffett with the quantitative value approach of Ed Thorp. It skillfully combines the best of Buffett and Ed Thorp—weaving their investment philosophies into a winning, market-beating investment strategy. First book to outline quantitative value strategies as they are practiced by actual market practitioners of the discipline Melds the probabilities and statistics used by quants such as Ed Thorp with the fundamental approaches to value investing as practiced by Warren Buffett and other leading value investors A companion Website contains supplementary material that allows you to learn in a hands-on fashion long after closing the book If you're looking to make the most of your time in today's markets, look no further than Quantitative Value.

Measuring Quality Improvement in Healthcare

Author : Raymond G. Carey
Publisher : Quality Press
ISBN 13 : 1636940811
Total Pages : 339 pages
Book Rating : 4.6/5 (369 download)

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Book Synopsis Measuring Quality Improvement in Healthcare by : Raymond G. Carey

Download or read book Measuring Quality Improvement in Healthcare written by Raymond G. Carey and published by Quality Press. This book was released on 2001-09-25 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: This ground-breaking book addresses the critical, growing need among health care administrators and practitioners to measure the effectiveness of quality improvement efforts. Written by respected healthcare quality professionals, Measuring Quality Improvement in Healthcare covers practical applications of the tools and techniques of statistical process control (SPC), including control charts, in healthcare settings. The authors' straightforward discussions of data collection, variation, and process improvement set the context for the use and interpretation of control charts. Their approach incorporates "the voice of the customer" as a key element driving the improvement processes and outcomes. The core of the book is a set of 12 case studies that show how to apply statistical thinking to health care process, and when and how to use different types of control charts. The practical, down-to-earth orientation of the book makes it accessible to a wide readership. "Only authors who have used statistics and control charts to solve real-world healthcare problems could have written a book so practical and timely." - Barry S. Bader, Publisher The Quality Letter for Healthcare Leaders "Many clinicians and other healthcare leaders underestimate the great contributions that better statistical thinking could make toward reducing costs and improving outcomes. This fascinating and timely book is a fine guide for getting started." - Donald M. Berwick, M.D. President and CEO, Institute for Healthcare Improvement Associate Professor of Pediatrics, Harvard Medical School Contents: Planning Your CQI Journey, Preparing to Collect Data, Data Collection, Understanding Variation, Using Run and Control Charts to Analyze Process Variation, Control Chart Case Studies, Developing Improvement Strategies, Using Patient Surveys for CQI, Formulas for Calculating Control Limits

Practitioner's Guide to Evidence-Based Psychotherapy

Author : Jane E. Fisher
Publisher : Springer Science & Business Media
ISBN 13 : 0387283706
Total Pages : 754 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Practitioner's Guide to Evidence-Based Psychotherapy by : Jane E. Fisher

Download or read book Practitioner's Guide to Evidence-Based Psychotherapy written by Jane E. Fisher and published by Springer Science & Business Media. This book was released on 2006-11-24 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is to help clinical psychologists, clinical social workers, psychiatrists and counselors achieve the maximum in service to their clients. Designed to bring ready answers from scientific data to real life practice, The guide is an accessible, authoritative reference for today’s clinician. There are solid guidelines for what to rule out, what works, what doesn’t work and what can be improved for a wide range of mental health problems. It is organized alphabetically for quick reference and distills vast amounts of proven knowledge and strategies into a user friendly, hands-on reference.

Quality Function Deployment

Author : James L. Bossert
Publisher : CRC Press
ISBN 13 : 1000104478
Total Pages : 148 pages
Book Rating : 4.0/5 (1 download)

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Book Synopsis Quality Function Deployment by : James L. Bossert

Download or read book Quality Function Deployment written by James L. Bossert and published by CRC Press. This book was released on 2021-07-21 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quality Function Deployment is an information system producing structured data for quality managers and practitioners. This is a practical guide to implementing such a system for readers assumed to be familiar with it. Annotation copyright Book News, Inc. Portland, Or.

Organization Development

Author : Mee-Yan Cheung-Judge
Publisher : Kogan Page Publishers
ISBN 13 : 0749470186
Total Pages : 448 pages
Book Rating : 4.7/5 (494 download)

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Book Synopsis Organization Development by : Mee-Yan Cheung-Judge

Download or read book Organization Development written by Mee-Yan Cheung-Judge and published by Kogan Page Publishers. This book was released on 2015-05-03 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by two of the leading experts in the field, Organization Development is a guide to the basic principles of effective organization development. A compendium of theories, practices, diagnostics techniques and figures, it provides practical advice for identifying an organization's needs and determining the most appropriate course of action to maximize organizational capability. It provides an overview of the history and theory of OD and addresses the various phases, the role of the practitioner, aspects of power and politics, and the human resources context. The book also discusses organizational design, culture change, managing transformational change, and developing effective leadership. Bridging the gap between theory and practice, this fully updated new edition of Organization Development now includes coverage of complexity and chaos theory, new case studies describing OD practices and attitudes in countries outside of the US and UK, and new chapters on change and culture and on employee engagement and wellbeing. The authors also have added emphasis on the collaborations between OD and HR functions. It provides a wealth of helpful advice for OD practitioners, HR professionals and those with an interest in helping develop their organization.

Data Governance

Author : John Ladley
Publisher : Academic Press
ISBN 13 : 0128158328
Total Pages : 352 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Data Governance by : John Ladley

Download or read book Data Governance written by John Ladley and published by Academic Press. This book was released on 2019-11-08 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Managing data continues to grow as a necessity for modern organizations. There are seemingly infinite opportunities for organic growth, reduction of costs, and creation of new products and services. It has become apparent that none of these opportunities can happen smoothly without data governance. The cost of exponential data growth and privacy / security concerns are becoming burdensome. Organizations will encounter unexpected consequences in new sources of risk. The solution to these challenges is also data governance; ensuring balance between risk and opportunity. Data Governance, Second Edition, is for any executive, manager or data professional who needs to understand or implement a data governance program. It is required to ensure consistent, accurate and reliable data across their organization. This book offers an overview of why data governance is needed, how to design, initiate, and execute a program and how to keep the program sustainable. This valuable resource provides comprehensive guidance to beginning professionals, managers or analysts looking to improve their processes, and advanced students in Data Management and related courses. With the provided framework and case studies all professionals in the data governance field will gain key insights into launching successful and money-saving data governance program. Incorporates industry changes, lessons learned and new approaches Explores various ways in which data analysts and managers can ensure consistent, accurate and reliable data across their organizations Includes new case studies which detail real-world situations Explores all of the capabilities an organization must adopt to become data driven Provides guidance on various approaches to data governance, to determine whether an organization should be low profile, central controlled, agile, or traditional Provides guidance on using technology and separating vendor hype from sincere delivery of necessary capabilities Offers readers insights into how their organizations can improve the value of their data, through data quality, data strategy and data literacy Provides up to 75% brand-new content compared to the first edition

Introduction to Data Science

Author : Rafael A. Irizarry
Publisher : CRC Press
ISBN 13 : 1000708039
Total Pages : 794 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Introduction to Data Science by : Rafael A. Irizarry

Download or read book Introduction to Data Science written by Rafael A. Irizarry and published by CRC Press. This book was released on 2019-11-20 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization, predictive algorithm building, file organization with UNIX/Linux shell, version control with Git and GitHub, and reproducible document preparation. This book is a textbook for a first course in data science. No previous knowledge of R is necessary, although some experience with programming may be helpful. The book is divided into six parts: R, data visualization, statistics with R, data wrangling, machine learning, and productivity tools. Each part has several chapters meant to be presented as one lecture. The author uses motivating case studies that realistically mimic a data scientist’s experience. He starts by asking specific questions and answers these through data analysis so concepts are learned as a means to answering the questions. Examples of the case studies included are: US murder rates by state, self-reported student heights, trends in world health and economics, the impact of vaccines on infectious disease rates, the financial crisis of 2007-2008, election forecasting, building a baseball team, image processing of hand-written digits, and movie recommendation systems. The statistical concepts used to answer the case study questions are only briefly introduced, so complementing with a probability and statistics textbook is highly recommended for in-depth understanding of these concepts. If you read and understand the chapters and complete the exercises, you will be prepared to learn the more advanced concepts and skills needed to become an expert.

Business Analysis for Practitioners

Author : Project Management Institute
Publisher : Project Management Inst
ISBN 13 : 9781628250695
Total Pages : 206 pages
Book Rating : 4.2/5 (56 download)

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Book Synopsis Business Analysis for Practitioners by : Project Management Institute

Download or read book Business Analysis for Practitioners written by Project Management Institute and published by Project Management Inst. This book was released on 2015-01-01 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent research has shown that organizations continue to experience project issues associated with the poor performance of requirements-related activities a core task for the practice of business analysis. In fact, poor requirements practices are often cited as a leading cause of project failure in PMI's Pulse of the Profession surveys. Business Analysis for Practitioners: A Practice Guide provides practical resources to tackle the project-related issues associated with requirements and business analysis and addresses a critical need in the industry for more guidance in this area.