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Tag: Data Quality


BI Categories, BI Users, Data Mining, Executive

Understanding the Role of CIOs in Test Data Management

February 10, 2023

Via: DATAVERSITY

The arrival of Web3 confirms our entry into an era of user-governed applications. This means developers must emphasize responsiveness and deliver on-demand data insights. Likewise, at the back end, they must build a sturdy testing environment that prepares the application […]


BI Categories, Data Mining

Data Lakehouses: The Future Of Data Migration

February 10, 2023

Via: DATAVERSITY

It’s no surprise that, in 2023, business enterprises want to become truly data-driven organizations. For many of these organizations, the path toward becoming more data-driven lies in the power of data lakehouses, which combine elements of data warehouse architecture with […]


BI Categories, Data Mining

Without Trusted Core Data, Data Mesh Is Data Meh

February 6, 2023

Via: DATAVERSITY

Organizations seeking responsive and sustainable solutions to their growing data challenges increasingly lean on architectural approaches such as data mesh to deliver information quickly and efficiently. Data mesh and other virtual data approaches connect, unify information, and make it available […]


BI Categories, Data Mining

Metadata Management vs. Master Data Management

January 18, 2023

Via: DATAVERSITY

Businesses rely on knowing their data to survive and grow. Metadata management and master data management (MDM) provide essential processes for organizations to gain this knowledge and succeed. As a result, both need to be managed well. However, the differences […]


BI Categories, Data Mining

Preview of Data Privacy Trends for 2023

January 13, 2023

Via: DATAVERSITY

As we move into 2023, one thing at the forefront of many business owners’ minds is how to ensure data privacy in order to keep their company data and customers safe. Data privacy is becoming increasingly important to both companies […]


BI Categories, Data Mining

4 High-Impact Data Quality Issues That Are Easily Avoidable

January 13, 2023

Via: DATAVERSITY

When we talk to prospective customers, their first questions are usually around the fundamentals of data quality, including what it is, how we measure it, what happens when it goes south, and how data quality issues can be prevented. Our […]


BI Categories, Data Mining

Eight Common Data Strategy Pitfalls

January 12, 2023

Via: DATAVERSITY

In the digital business world, organizations can’t take advantage of their data assets without a proper Data Strategy in place. The Data Strategy is the plan that enables an enterprise to meet its business goals through its data. Avoiding common […]


BI Categories, Data Mining

5 Key Elements of a Data Governance Framework

January 11, 2023

Via: DATAVERSITY

Like so many roles and operations that have emerged in the digital age, Data Governance is often misunderstood – confused with Data Management or seen as an extension of IT. How to communicate the role of Data Governance and ensure […]


BI Categories, Business Analysis

Delay Is Deadly: Achieving Real-Time Analytics in the Age of Hyper-Competition

January 6, 2023

Via: DATAVERSITY

Today’s business landscape is more unpredictable than ever for IT leadership. Between the adoption of more sophisticated technologies and an ever-growing list of digital transformation initiatives, IT operations have become frustratingly complex. This is especially true when it comes to […]


BI Categories, Data Mining

Data Lineage Demystified

January 5, 2023

Via: DATAVERSITY

What Is Data Lineage? Data lineage describes data origins, movements, characteristics, and quality. According to Stewart Bond, lineage typically describes where the big data begins and how it is changed to the final outcome. Technology projects have used this traditional […]


BI Categories, Data Mining

Data Literacy Trends in 2023: Formalizing Programs

January 3, 2023

Via: DATAVERSITY

Data Literacy, the ability to explore, understand, and communicate with data, will significantly increase its role in organizations in 2023 and beyond. Companies will gravitate toward Data Literacy to get insights from big data and mobilize artificial intelligence (AI), a […]


BI Categories, Data Mining

Data Strategy Trends in 2023: Toward Organizational Alignment

December 20, 2022

Via: DATAVERSITY

Any organization making data decisions should have a Data Strategy, a set of choices that chart a course of action to achieve high-level goals. In 2023, many business leaders will shift toward reframing their strategy to manage their data better. […]


BI Categories, Data Mining

Data Lineage and Data Quality: How They Intersect

November 9, 2022

Via: DATAVERSITY

The intersection of data lineage and Data Quality helps provide more accurate and useful information. Data Quality represents the accuracy of data. Internet businesses need good Data Quality to operate efficiently. Unfortunately, there can be obstacles in gathering, storing, and […]


BI Users, Data Analyst

Six Core Data Management Challenges

October 11, 2022

Via: DATAVERSITY

With so many different ways that data can be created and collected within an enterprise, it’s no surprise that Data Management challenges abound. Data usually comes from various sources, some of which cannot be trusted to be safe and compliant […]


BI Categories, Data Mining

Data Stewardship Best Practices

October 5, 2022

Via: DATAVERSITY

As we continue to do business in a digitally connected world, more data-driven organizations are prioritizing data stewardship to improve data quality and management. Data stewards maintain and protect data assets that need special care, not just for cybersecurity but […]


BI Users, Data Analyst

Developing a Data Strategy Roadmap

October 4, 2022

Via: DATAVERSITY

A Data Strategy roadmap is a step-by-step guide to transform a business from its current state into the desired business organization. It is a more detailed, researched version of the Data Strategy and communicates when and how to implement specific […]


BI Users, Executive

Top 5 Considerations for a Purpose-Built Enterprise Information Management System

October 3, 2022

Via: DATAVERSITY

Data is the lifeblood of every company – even more so in the life science field, where this information is used to develop, approve, and launch new solutions to improve patient outcomes. However, correlating or connecting intelligent data points across […]


BI Categories, Data Mining

The Rise of Data-Centric AI

September 29, 2022

Via: DATAVERSITY

Data-centric AI is gaining momentum among engineers. While traditionally, a model-centric approach has been used to improve accuracy for a variety of applications, the increase of data available today and the benefits of using reliable data are leading engineers to […]


BI Categories, Data Mining

Data Governance Frameworks

September 7, 2022

Via: DATAVERSITY

A Data Governance framework can be described as a collection of processes, rules, and responsibilities used to structure an organization’s Data Governance program. A solid framework will cover data standards, data privacy, business strategies, and the responsibilities of key individuals. […]


BI Categories, Data Mining

7 Key Features of Data Management Systems

August 31, 2022

Via: DATAVERSITY

Data Management is the practice of gathering, organizing, securing, and storing data for an organization so it can be analyzed for business decisions. Data Management helps minimize potential errors by setting processes and policies around its usage and building confidence […]