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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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IT4IT for Managing the Business of IT
sponsored by ComputerWeekly.com
ESSENTIAL GUIDE: IT4IT™ for Managing the Business of IT – A Management Guide, from The Open Group, provides best practice advice and focuses on the data and automated workflows needed to manage IT services in a lean, agile and business-focused way.
Posted: 26 May 2016 | Published: 26 May 2016

ComputerWeekly.com

Middle East IT Priorities Report 2016
sponsored by ComputerWeekly.com
RESEARCH CONTENT: Computer Weekly’s in-depth study of IT spending priorities in the Middle East will help you benchmark your business spending in areas such as networking, datacentres and security.
Posted: 19 May 2016 | Published: 19 May 2016

ComputerWeekly.com

UK IT Priorities Report 2016
sponsored by ComputerWeekly.com
RESEARCH CONTENT: Benchmark your IT spending plans with our in-depth study of IT spending priorities from across the UK.
Posted: 18 May 2016 | Published: 18 May 2016

ComputerWeekly.com

Global IT Priorities Report 2016: Europe
sponsored by ComputerWeekly.com
RESEARCH CONTENT: Computer Weekly’s in-depth study looks at IT spending priorities in Europe to help businesses benchmark their IT budget.
Posted: 17 May 2016 | Published: 17 May 2016

ComputerWeekly.com

Global IT Priorities Report 2016
sponsored by ComputerWeekly.com
RESEARCH CONTENT: Benchmark your IT spending plans with our in-depth study of IT spending priorities from around the world.
Posted: 16 May 2016 | Published: 16 May 2016

ComputerWeekly.com

Empowering Analytics for SAP : Tommy Hilfiger Case Study
sponsored by Every Angle
CASE STUDY: Following the re-acquisition of Calvin Klein, it was imperative that Tommy Hilfiger ensure all of the different brand's business processes aligned properly. Discover in this case study how Tommy Hilfiger completed their simplified data migration project to SAP without disruption, and ensured customer data was error-free.
Posted: 12 May 2016 | Published: 12 May 2016

Every Angle

Case Study: Heineken Mitigates Their Myriad of Ad-hoc Data Governance Questions
sponsored by Every Angle
CASE STUDY: Discover how to improve data quality, data reliability, and quickly obtain difficult-to-access SAP data by utilizing an operational performance management add-on. Read this case study to learn from the Heineken Group, and get better insight into your supply chain process to identify cash-saving opportunities.
Posted: 12 May 2016 | Published: 12 May 2016

Every Angle

BI in the Sky: Making Cloud Analytics Work
sponsored by SearchBusinessAnalytics
EBOOK: How can you decide if you should invest in cloud BI tools? This expert guide reveals crucial information on cloud BI and analytics for IT decision-makers. Discover the biggest trends, benefits, and challenges of cloud BI tools.
Posted: 11 May 2016 | Published: 11 May 2016

SearchBusinessAnalytics

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

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. This white paper features tips and tricks to further your knowledge about undertaking a new, successful data governance plan or rebuilding your current setup with a stronger foundation.
Posted: 27 Apr 2016 | Published: 27 Apr 2016

Trillium Software

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

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.

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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