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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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5 Data Quality Problems in Every CMDB
sponsored by BDNA
WHITE PAPER: Explore why clean data is essential for your configuration management database (CMDB). Uncover the top 5 data quality problems in every CMDB and how you can address these challenges.
Posted: 29 Apr 2016 | Published: 31 Dec 2015

BDNA

Build a Reliable, Accurate CMDB by Addressing Data Quality
sponsored by BDNA
WHITE PAPER: Discover the top data quality issues derailing your configuration management database (CMDB) initiatives. Learn how you can build and maintain an accurate, reliable CMDB by taking the steps to address poor data quality.
Posted: 29 Apr 2016 | Published: 31 Dec 2015

BDNA

INSURANCE CARRIERS ARE REACHING THEIR DATA TIPPING POINT
sponsored by Infogix
RESOURCE: Data analytics is essential to any organization. Discover how you can get the most accurate analytics for data in real-time as it moves throughout your enterprise.
Posted: 28 Apr 2016 | Published: 28 Apr 2016

Infogix

How to Succeed in the New Age of Data Quality
sponsored by Trillium Software
WHITE PAPER: Businesses need accurate, easy-to-access customer data to make important business decisions. But enterprise data is not always reliable. Discover how a data quality program can ensure accuracy for more effective business decisions.
Posted: 28 Apr 2016 | Published: 28 Apr 2016

Trillium Software

Put The Business Back In Your Data Management Business Case
sponsored by Microsoft
WHITE PAPER: In this Forrester report, learn how you can build a data-driven business strategy and how to make the business case for a data management agenda. Key topics of discussion include creating a business go-to team that is fueled by data, framing your business strategy as a business success story, and more.
Posted: 27 Apr 2016 | Published: 18 Nov 2015

Microsoft

Keys-to-Data-Success
sponsored by Trillium Software
WHITE PAPER: Launching a data governance program can be challenging, even if you've already sought out resources for help. Download this white paper as a companion to the webinar "Data Governance: Three Steps to Get Started...or Back on Track" for helpful tips you may not already know.
Posted: 27 Apr 2016 | Published: 27 Apr 2016

Trillium Software

Financial Institutions Data Quality Is Vital For BCBS 239 Compliance
sponsored by Infogix
EBOOK: Discover how your organization can incorporate data quality checks into your risk data aggregation and reporting processes by downloading this e-book now. Learn how you can stay in compliance with BCBS 239 guidelines.
Posted: 27 Apr 2016 | Published: 27 Apr 2016

Infogix

Enterprise Risk Data in Motion is Vulnerable to Data Integrity Issues.
sponsored by Infogix
WHITE PAPER: Risk data travels through a myriad of systems before it is aggregated into a report. For this reason, a system of checks must be integrated to ensure that risk data integrity remains intact. Download this white paper to learn more
Posted: 27 Apr 2016 | Published: 27 Apr 2016

Infogix

Financial Data Integrity Starts with Breaking Down the Silos
sponsored by Infogix
WHITE PAPER: Data quality is increasingly more important to organizations to guarantee compliance and prevent bad data from proliferating through multiple systems unchecked. Learn about the positive effects that data quality and data integrity tools can help you gain.
Posted: 26 Apr 2016 | Published: 26 Apr 2016

Infogix

Importance of DQ in the Age of Digital Transformation
sponsored by Trillium Software
WHITE PAPER: Data is at the heart of digital transformation, and as an essential element in the majority of business initiatives, organizations need to ensure that their data is accurate. Download this white paper now to discover how data quality tools can ensure a successful digital transformation for your business.
Posted: 26 Apr 2016 | Published: 26 Apr 2016

Trillium Software

Data Quality Challenges Hindering Your CRM Initiatives
sponsored by Trillium Software
WHITE PAPER: This white paper explores the top data challenges of CRM. Discover ideas on how you can address poor data quality to help ensure the success of your CRM initiatives.
Posted: 26 Apr 2016 | Published: 31 Dec 2015

Trillium Software

Data Integrity For Data Lakes
sponsored by Infogix
WHITE PAPER: Data integrity is taking the spotlight as the key to reliable and effective data usage while organizations begin to delve into big data analytics. Discover how your business can increase visibility by implementing your very own data integrity program for data lakes.
Posted: 25 Apr 2016 | Published: 25 Apr 2016

Infogix

Understanding Information Integrity Risk: A critical component of information risk that must be mitigated to assure accuracy
sponsored by Infogix
WHITE PAPER: For many businesses, the data supply chain is critical to ensuring your business is running smoothly. But without data analysis controls, errors in the supply chain can go on without notice—until it is too late. Uncover how information integrity can assure your data is accurate and help you mitigate risk.
Posted: 25 Apr 2016 | Published: 25 Apr 2016

Infogix

Best Practices for Enterprise IT Data Quality
sponsored by BDNA
WHITE PAPER: This white paper explores how you can successfully accelerate data maturity by leveraging 3 core capabilities: reference language, data abstraction, and content refresh processes. Plus, learn a 3-phased approach to addressing poor data quality in your enterprise.
Posted: 25 Apr 2016 | Published: 25 Apr 2016

BDNA

SAP Utilities Gold Client for SAP Utilities
sponsored by Attunity
WEBCAST: In this webinar, discover how to quickly replicate and secure relevant, accurate data for testing, development and training across your SAP environment.
Posted: 25 Apr 2016 | Premiered: Apr 25, 2016

Attunity

Navigating The Data Quality Challenges of CRM
sponsored by Trillium Software
WHITE PAPER: This white paper examines why data quality is essential to effective CRM initiatives and provides ideas on how you can achieve customer data integrity.
Posted: 25 Apr 2016 | Published: 25 Apr 2016

Trillium Software

How to keep Test Data current across your SAP landscape
sponsored by Attunity
WEBCAST: To ensure your testing is accurate and effective across the SAP environment, your business needs to be using the most current data. Discover how you can drastically reduce the time and effort it takes to acquire data by accessing this webinar now.
Posted: 25 Apr 2016 | Premiered: Apr 25, 2016

Attunity

Visual Analytics: Easily Explore Data to Make Decisions You Can Trust
sponsored by TIBCO Software Inc.
WHITE PAPER: Many organizations are looking to invest in analytics tools to empower business users, but expert users still need analytics capabilities to fulfill more complex tasks. Discover a visual analytics platform that can support the needs of business users, advanced data scientists, and everyone in between.
Posted: 18 Apr 2016 | Published: 18 Apr 2016

TIBCO Software Inc.

How to Succeed in the New Age of Data Quality
sponsored by Trillium Software
WHITE PAPER: Data quality programs are essential for organizations that rely on their big data for accurate operational insights. Discover 3 top qualifiers of a successful data quality program by downloading this white paper now.
Posted: 11 Apr 2016 | Published: 11 Apr 2016

Trillium Software

Practical Challenges with Implementation of Revenue Assurance Solutions
sponsored by Infogix
WEBCAST: On April 19, at 1pm CT discover how you can find and implement a solution that turns your business' revenue leakage into revenue.
Posted: 11 Apr 2016 | Premiered: Apr 19, 2016

Infogix

The Role of Metadata in a Data Governance Strategy
sponsored by ERwin
WHITE PAPER: Discover how your organization can use metadata for a comprehensive and effective data governance strategy.
Posted: 11 Apr 2016 | Published: 11 Apr 2016

ERwin

Maximize CRM's Potential with Data Quality
sponsored by Trillium Software
WHITE PAPER: This white paper addresses data quality issues that may be reducing the effectiveness of your CRM initiatives. Learn how you can ensure data quality in your enterprise to establish a foundation for accurate analytics, forecasting, and targeting, ultimately improving the customer experience.
Posted: 01 Apr 2016 | Published: 01 Apr 2016

Trillium Software

Overcoming Data Sovereignty and Security Challenges with the Cloud
sponsored by PEER 1
WHITE PAPER: Access this valuable resource now and learn how to stay ahead of data residency laws, ensure you are storing data correctly, and safeguard your customer's data and ensure that its sovereignty remains intact.
Posted: 01 Apr 2016 | Published: 01 Apr 2016

PEER 1

10 Tips & Tricks for CRM Data Quality Success
sponsored by Trillium Software
EBOOK: In this e-book, you will discover how to initiate a meaningful data quality project, and maintain it over time, to bolster your ongoing CRM efforts by utilizing 10 industry-proven tips. Learn how to accommodate the different internal and external constituencies that are impacted by your CRM, and more.
Posted: 30 Mar 2016 | Published: 30 Mar 2016

Trillium Software

Big Data Preparation Cloud Service
sponsored by Oracle Corporation
WHITE PAPER: In big data analytics projects the need to prepare and process data for analysis can cause costly delays. Download this white paper to uncover how automated data preparation and processing can expedite your next big data analytics project.
Posted: 30 Mar 2016 | Published: 30 Mar 2016

Oracle Corporation
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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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