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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,  … 

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Data Quality White Papers (View All Report Types)
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IoT Analytics: From Data Integration to Actionable Intelligence
sponsored by Information Builders
WHITE PAPER: In this white paper, learn about the potential benefits of IoT and how businesses can get ready to adopt smart technologies with integration strategies, data quality management, big data analytics, and more.
Posted: 14 Dec 2017 | Published: 14 Dec 2017

Information Builders

Cassandra NoSQL Data Model Design
sponsored by Instaclustr
WHITE PAPER: Uncover the 3 phases you can follow when designing a new data model, as well as an example of building a database to store and retrieve log messages from multiple servers to avoid any traps along the way.
Posted: 01 Dec 2017 | Published: 30 Nov 2015


CITO 5 Vital Features
sponsored by Qlik
WHITE PAPER: Discover the 5 key features of a self-service analytics tool highlighted by CITO Research, that can meet both IT and business needs.
Posted: 23 Oct 2017 | Published: 23 Oct 2017

Qlik

5-Minute Guide to Text Analytics
sponsored by Attivio, Inc.
WHITE PAPER: Data has been growing for years at an exponential rate, and most of it (80% by accepted industry estimates) is unstructured. This data is robbing executives of insight they need to make better data-driven decisions. Learn how text analytics can help you leverage more relevant data for analysis, and lead you to better decision-making.
Posted: 13 Sep 2017 | Published: 13 Sep 2017

Attivio, Inc.

The Power of DataOps
sponsored by Delphix
WHITE PAPER: The digital economy has created an unquenchable thirst for data across all aspects of business – can your company keep up? Learn how DataOps can improve outcomes by bringing together those that need data with those that provide it, eliminating friction throughout the data lifecycle.
Posted: 31 Aug 2017 | Published: 31 Aug 2017

Delphix

The Modern Approach to Business Intelligence
sponsored by Tableau Software
WHITE PAPER: Whether you're working with data in spreadsheets, warehouses, or across disparate data sets, this white paper explores how to improve analytics and access to real-time insights. Uncover the 7 key attributes that are shaping the modern approach to business intelligence.
Posted: 10 Aug 2017 | Published: 10 Aug 2017

Tableau Software

Achieve Governed Self-Service Analytics at Scale
sponsored by Tableau Software
WHITE PAPER: Uncover 4 steps for successfully deploying governed self-service analytics so that you can meet the growing need for self-service analytics while still ensuring a high standard of data governance, trust, security, and monitoring.
Posted: 09 Aug 2017 | Published: 09 Aug 2017

Tableau Software

Data Governance for Self-Service Analytics
sponsored by Tableau Software
WHITE PAPER: Learn how to create a data governance strategy for self-service analytics by uncovering the 4 essential elements of a refined data governance strategy. Plus, discover how to create mobile and cloud support for you data management and security initiatives.
Posted: 08 Aug 2017 | Published: 08 Aug 2017

Tableau Software

Practical Steps to Collect, Connect and Share Your Enterprise Data for Better Business Outcomes
sponsored by ERwin
WHITE PAPER: Read on to learn about how taking a business-outcome approach can help realize the true value of your enterprise architecture. Find out what steps you can take to enable this mindset, like learning how to empower C-level executives, using future-state modeling, and more.
Posted: 03 Aug 2017 | Published: 03 Aug 2017

ERwin

Solving Fundamental Data Quality Challenges
sponsored by BDNA
WHITE PAPER: Data quality is one of the most important requirements for IT asset management (ITAM) and IT service management (ITSM). Find out what you need to do in the rationalization, refresh, security, automation and planning steps to improve your data quality, and your overall quality of life.
Posted: 01 Jun 2017 | Published: 31 May 2017

BDNA

How to Become a Data Governance Expert
sponsored by Collibra
WHITE PAPER: The end-game is no longer about a better data warehouse – it's about the value that data can deliver to the business. And for that data to mean something, it needs to be consumable by everybody in the organization, not just the data whizzes. Learn how to take the first step to becoming a data governance expert.
Posted: 22 May 2017 | Published: 22 May 2017

Collibra

Data Discovery Governance: 7 Best Practices
sponsored by Yellowfin
WHITE PAPER: Typically, traditional BI environments have been all about IT, and slow to product the types of reporting business users need. To get around this, self-service data discovery was born. But what about data security and access? Inside, learn 7 best practices for implementing successful data discovery governance.
Posted: 14 Apr 2017 | Published: 14 Apr 2017

Yellowfin

A Data Catalog For Today's Data Citizens
sponsored by Collibra
WHITE PAPER: With so much data stored all over, organizations are setting up new data initiatives to improve the customer experience, grow more efficiently, and build competitive advantage. But sadly, too many of today's data initiatives come up short. Discover why many initiatives fail, and what you can do to help them flourish instead.
Posted: 06 Apr 2017 | Published: 06 Apr 2017

Collibra

Delivering On The Promise Of Big Data Through Data Governance
sponsored by Collibra
WHITE PAPER: This white paper explores how to use data governance to close the gap between big data and deriving optimal value from it. Discover how to make data more manageable and trustworthy, and uncover 5 key steps that enable your organization to reap big data rewards through data governance.
Posted: 04 Apr 2017 | Published: 31 Dec 2016

Collibra

Empower Business Users to Make Faster, Smarter Decisions with Big Data
sponsored by Infogix
WHITE PAPER: Discover how to simplify big data adoption, ensure data quality, and accelerate analytics by learning about the Infogix Data3Sixty platform for data quality, governance, and analytics.
Posted: 31 Aug 2017 | Published: 31 Aug 2017

Infogix

Achieving GDPR Compliance with Data Governance
sponsored by Infogix
WHITE PAPER: Discover how to meet GDPR compliance requirements with an organization-wide data governance program that relies on collaboration, shared accountability, machine learning analytics, and enhanced data visualizations.
Posted: 31 Aug 2017 | Published: 31 Aug 2017

Infogix

From MDM to Data Governance: True Mastery of the Insurance Corporate Data Assets Requires a New Way of Thinking
sponsored by Infogix
WHITE PAPER: Given the potential risks that poor or ineffective data management can have resulting in financial damage, harm to a company's reputation and the operational inefficiencies caused by misinformation, data governance is an important investment to make. Learn about what makes a data governance initiative successful.
Posted: 31 Aug 2017 | Published: 31 Aug 2017

Infogix

Accelerate Advanced Analytics to Gain a Competitive Edge
sponsored by Infogix
WHITE PAPER: Discover how to accelerate analytics with highly visual data management and self-service capabilities that scale with the growth of your business. Plus, learn about the Infogix Data3Sixty platform and how to incorporate machine learning, enhanced data visualizations, and data governance into your analytics strategy.
Posted: 30 Aug 2017 | Published: 30 Aug 2017

Infogix

Ensure Big Data Quality with Infogix Data3Sixty
sponsored by Infogix
WHITE PAPER: Discover how to maximize the value of your data by learning about the Infogix Data3Sixty platform for big data quality. Plus, find out how to bring the power of Hadoop, enhanced data governance, machine learning, and self-service to your big data analytics strategy.
Posted: 30 Aug 2017 | Published: 30 Aug 2017

Infogix

Managing Big Data Quality in a Big Data World
sponsored by Infogix
WHITE PAPER: Managers are under incredible pressure to deliver revenue and cost reduction business transformation. But the need to utilize data analytics to improve results is critical to a business's success – are you falling short of analyzing data at the speed of business? Learn how to successfully manage big data quality in a big (and fast) data world.
Posted: 30 Aug 2017 | Published: 30 Aug 2017

Infogix

How Infogix Prevents Data Mishaps ... With Data Governance
sponsored by Infogix
WHITE PAPER: If you've ever had Medicaid, you may have missed your card at one time or another. Why? Because Medicaid Membership systems aren't synchronized and bad data is causing Medicaid membership mishaps. In this infographic, learn how Infogix works with data to implement a governance plan ... and prevent issues like those with Medicaid from happening.
Posted: 30 Aug 2017 | Published: 30 Aug 2017

Infogix

Liberate Your Data: Infogix Data3Sixty Overview
sponsored by Infogix
WHITE PAPER: Data governance shouldn't have to be a struggle. In this brief infographic, learn how to know if your data is trustworthy and of good quality. Plus, get an overview of the Infogix Data3Sixty & how it can help transform your data into insights.
Posted: 29 Aug 2017 | Published: 29 Aug 2017

Infogix

General Data Protection Regulation (GDPR) and the Vital Role of Data Governance
sponsored by Infogix
WHITE PAPER: Data policies and processing are under further scrutiny as the most expansive and impactful regulation to cover Personally Identifiable Information (PII) ever legislated is being enacted - the General Data Protection Regulation (GDPR). Learn what the GDPR is, how is will affect your business, what constitutes as PII, and more.
Posted: 28 Aug 2017 | Published: 28 Aug 2017

Infogix

Maximize Your Data for the Finance Audience
sponsored by Infogix
WHITE PAPER: If your financial team doesn't have data controls, you could be risking inaccurate revenue recognition, fines exposure for inadequate compliance, or high costs from inefficient manual operating controls. Learn how to free your team from flying blind by maximizing your data.
Posted: 28 Aug 2017 | Published: 28 Aug 2017

Infogix

5-Step Data Quality Framework For Data In Motion
sponsored by Infogix
WHITE PAPER: 6 out of 10 users don't trust their data – and this is all the more strengthened when data is flowing through a myriad of systems prior to analysis. The truth is, if your data is in motion, you may have data quality issues. Learn a 5-step data quality framework for data in motion.
Posted: 15 May 2017 | Published: 15 May 2017

Infogix
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