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Data Quality

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ALSO CALLED: Data Quality Control, Information Quality, Data Quality Assurance, Data Content Quality
DEFINITION: Data quality is the reliability and effectiveness of data, particularly in a data warehouse. Data quality assurance (DQA) is the process of verifying the reliability and effectiveness of data. Maintaining data quality requires going through the data periodically and scrubbing it. Typically this involves updating it, standardizing it, and de-duplicating records to create a single view of the data,  … 
Definition continues below.
Data Quality Reports
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Cloud Data Management Gains Ground in the Digital Era
sponsored by Commvault
WHITE PAPER: In this exclusive white paper, you will discover how to leverage your cloud investments with single-vendor solutions, as well as how to manage efficiencies using a single-software cloud platform. Access this review now to simplify your data management, reduce security risk, and unlock value from cloud-managed data.
Posted: 04 Sep 2015 | Published: 31 Dec 2014

Commvault

How to Virtualize Disaster Recovery with Cloud Computing
sponsored by IBM
WHITE PAPER: This white paper outlines how your business can grow securely and thrive in the expanding data universe, bolstered by one enterprise-grade, cloud-enabled disaster planning platform. Access this white paper to learn more about how cloud-based business resilience can provide an alternative to traditional disaster recovery.
Posted: 04 Sep 2015 | Published: 04 Sep 2015

IBM

Upgrade Your BCM with a New Business-Centric Approach
sponsored by IBM
WHITE PAPER: This white paper details IBM's innovative approach to business continuity management (BCM) and uses their experiences as case studies. Read on to get guidance on how you can apply IBM's approach to your organization and proceed to the next level in continuity management.
Posted: 04 Sep 2015 | Published: 30 Apr 2015

IBM

Optimized Sourcing in Hybrid IT Environments: Impacts and Improvements
sponsored by IBM
WHITE PAPER: This white paper explains how multiple-sourced, hybrid IT and business reality is developing and accelerating. Read on to find out how to manage your hybrid IT environment, as well as to engage third-party research that will assess sourcing services for your organization.
Posted: 01 Sep 2015 | Published: 30 Apr 2014

IBM

How Do Enterprise Data Protection Platform Vendors Stack Up?
sponsored by IBM
WEBCAST: In this webcast, Vinny Choinski, Senior Lab Analyst at Enterprise Strategy Group, examines a software solution designed to protect VMware environments by transferring block-level incremental data from snapshots between virtual environments and the TSM server.
Posted: 01 Sep 2015 | Premiered: Sep 8, 2014

IBM

Big Data Needs Big Storage: Deciding on an Optimal Storage Platform
sponsored by IBM
WHITE PAPER: This white paper outlines the 4 important requirements to consider when deciding on the right storage platform for your big data needs. Read on to find out how the following can impact your enterprise's analytics.
Posted: 01 Sep 2015 | Published: 31 Mar 2015

IBM

Vendor Blueprint for Virtualized Data Protection: Extending to Hyper-V Environments
sponsored by IBM
WHITE PAPER: This ESG Lab Review documents the testing of one data protection solution for virtual environments, with a particular focus on ease of use, flexibility, and architecture efficiency. Access this white paper to protect your VMware and Windows Hyper-V environments.
Posted: 01 Sep 2015 | Published: 31 Jul 2015

IBM

Four characteristics of top-notch big data cloud solutions
sponsored by IBM
WHITE PAPER: This white paper describes 4 characteristics of successful cloud-based, data-driven applications and explores the ways leading companies are gaining real-time insights from cloud technology and big data.
Posted: 31 Aug 2015 | Published: 31 Mar 2014

IBM

Accelerate Business Transformation Through IT Innovation: The IT Mandate
sponsored by Dimension Data
WHITE PAPER: This report serves as a comprehensive guide to examine how well enterprise-level companies are embracing a new model of business-responsive data centers and networks to support their innovation.
Posted: 31 Aug 2015 | Published: 31 Aug 2015

Dimension Data

Updated Machine Data Platform Offers Improved Performance
sponsored by Splunk
WEBCAST: This webcast explores a machine data platform that allows organizations to search, navigate, and interact with data that is generated in real time. Watch now to learn more about how all of your data can not only become available and useful, but also how it can be protected with this data platform.
Posted: 31 Aug 2015 | Premiered: Aug 31, 2015

Splunk

Is Your Archiving Too Complex? Make The Move Now To Automation
sponsored by Commvault
WHITE PAPER: This white paper explores why continuing manual archiving processes is the fastest path to compliance failure and higher costs. Access this exclusive resource now to learn the 11 must-have features in an automated archiving approach and more.
Posted: 28 Aug 2015 | Published: 22 Jul 2015

Commvault

Big Data: Unlocking Strategic Dimensions
sponsored by Dell, Inc. and Intel®
WHITE PAPER: New technologies help decision makers gain insights from all types of data — from traditional databases to high-visibility social media sources. Big data initiatives must ensure data is cost-effectively managed, shared by systems across the enterprise, and quickly and securely made available for analysis and action by line-of-business teams.
Posted: 14 Aug 2015 | Published: 31 Dec 2014

Dell, Inc. and Intel®

The Inside Big Data Guide to Scientific Research
sponsored by Dell, Inc. and Intel®
WHITE PAPER: The rapid evolution of big data technolog yin the past few years has changed forever the pursuit of scientific exploration and discovery. Read now to learn more about big data as a scientific phenomenon.
Posted: 13 Aug 2015 | Published: 13 Aug 2015

Dell, Inc. and Intel®

IDC White Paper: Affordable, Scalable, Reliable OLTP in a Cloud and Big Data World: IBM DB2 PureScale
sponsored by IBM
WHITE PAPER: Access this white paper now to discover how your organization can take advantage of affordable, scalable, reliable, OLTP in a cloud and big data world.
Posted: 24 Jul 2015 | Published: 31 Dec 2014

IBM

Forrester TAP - Governments See a Bumpy Road Ahead to Digital Engagement
sponsored by IBM
WHITE PAPER: This profile of government information management professionals examines the challenges of dealing with the increase in digital and unstructured content as well as the roles that shared capture service and improved case management.
Posted: 22 Jul 2015 | Published: 31 May 2015

IBM

StoredIQ Success Stories eBook: Push the Start Button on Information Governance
sponsored by IBM
WHITE PAPER: In this white paper you will learn how certain tech solutions can be an important first step towards getting data under control, lowering storage costs and mitigating risk. Read now to learn how your organization can devise a more effective data governance strategy.
Posted: 22 Jul 2015 | Published: 31 Jan 2015

IBM

Osterman Whitepaper: The True ROI of Information Governance
sponsored by IBM
WHITE PAPER: This paper from Osterman Research, explores the origins of the "information problem" many organizations are now facing. Inside,, find a detailed discussion of how to calculate your current information costs and the ROI of an information governance program.
Posted: 21 Jul 2015 | Published: 28 Feb 2015

IBM

Cleaning Up Legacy Data for More Agile, Flexible Enterprises
sponsored by IBM
NEWSLETTER: In this resource, featuring special data management research findings, you will receive an introduction on how to find, analyze and act on your BI and big data analytics more strategically by cleaning up legacy data and jump starting governance initiatives.
Posted: 17 Jul 2015 | Published: 28 Mar 2013

IBM

Big Data Quality
sponsored by Melissa Data Corp
RESOURCE: Without Data Quality, actionable intelligence from Big Data is incredibly challenging. Access this visual resource to uncover the benefits of high quality data for better analytics. Topics covered include: Entity extraction, authoritative results, streamlined data refinery, and more.
Posted: 07 Jul 2015 | Published: 31 Dec 2014

Melissa Data Corp

Big Data Meets Big Data Quality
sponsored by Melissa Data Corp
WHITE PAPER: By instituting three essential data quality steps, businesses can achieve a winning recipe for actionable, meaningful analytics – worth repeating for ongoing business intelligence and insight at the highest level. Access this white paper now to learn more about what these three steps can do for your organization's data quality.
Posted: 07 Jul 2015 | Published: 07 Jul 2015

Melissa Data Corp

The Top 30 Data Quality Issues You Need to Know About
sponsored by Melissa Data Corp
WHITE PAPER: While technology is always changing, industry experts have noticed 30 top trends over the past 30 years that continue to reappear as companies attempt to clean up their databases. This white paper presents these 30 data quality trends and gives helpful hints on how your organization can overcome these pervasive issues.
Posted: 06 Jul 2015 | Published: 06 Jul 2015

Melissa Data Corp

Data Quality Suite
sponsored by Melissa Data Corp
WHITE PAPER: This white paper outlines 4 powerful tools for real-time verification. Discover how you can protect your database with data quality firewall to gain the following benefits: Clean contact data at point of entry or in batch, improved customer contactability, less waste and reduced undeliverable mail, and more.
Posted: 06 Jul 2015 | Published: 31 Dec 2014

Melissa Data Corp

Designing the Modern Data Warehouse Environment
sponsored by IBM
WHITE PAPER: To trust your data, you must be informed about data governance. This white paper provides a stepping stone to ensuring the consistency, cleanliness, correctness, and security of your data. Access now to learn governance best practices.
Posted: 01 Jul 2015 | Published: 31 Dec 2014

IBM

City of Tempe Utilizes Address Validation Tool to Build Data Warehouse
sponsored by Melissa Data Corp
CASE STUDY: Discover how the city of Tempe was able to validate addresses to the highest level of accuracy in this case study. Learn about Tempe's unique data quality challenges and how your organization can learn from their progress.
Posted: 29 Jun 2015 | Published: 29 Jun 2015

Melissa Data Corp

The Dangers of Manual Data Entry
sponsored by Nuance
VIDEO: This humorous video demonstrates how inefficient manual data entry can be and explains what you can do to reduce those inefficiencies.
Posted: 25 Jun 2015 | Premiered: 10 Jun 2015

Nuance
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DATA QUALITY DEFINITION (continued): …  even even if it is stored in multiple disparate systems. There are many vendor applications on the market to make this job easier. Because data quality is so important from a business perspective, many large companies employ a data steward to be in charge of data quality. In spite of this, Gartner Inc. forecasted that 25% of critical data within Fortune 1000 companies would continue to be inaccurate through 2007. A Gartner study says that poor quality customer data costs U.S. business an estimated $611 billion dollars a year in postage, printing, and staff overhead.Getting started with data quality … 
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