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May 1 2024

Master Data Match Rules

As part of a master data management (MDM) implementation, a series of rules must be implemented to determine if two records refer to the same real-world entity that they represent. In the world of MDM, this is often referred to as the golden record, and master data match rules identify when two should become one. Introduction […]

Data Governance Made Simple

Those of us in the field of enterprise data management are familiar with the many authors contributing their knowledge and expertise to the data management body of knowledge.[1] We are also very familiar with the many, varied, and often conflicting ways in which data management terms are used. “Data architecture,” “data integration,” and even terms […]

The Importance of Data Due Diligence

Acquiring an existing business can be an exceptional way to make your entrepreneurial dreams come to life — or even diversify your investment portfolio. But, unless you do your research well, you’re opening yourself up to a lot of unnecessary risk. The process of due diligence involves the appraisal and assessment of a potential investment, […]

The Role of Citizen Data Scientists vs. Data Scientists in Augmented Analytics

If you are an IT professional, a business manager, or an executive, you have probably been following the progress of the citizen data scientist movement. For a number of years, Gartner and other technology research and analysis firms have predicted and monitored the growth of this phenomenon. In fact, in 2017, Gartner predicted that 40% of data science […]

The Importance of a Federated Data Stewardship Approach

In the digital era, navigating the choppy waters of data governance poses a significant challenge for enterprises. On one end of the spectrum, a rigid command-and-control approach stifles innovation and agility, turning data management into a bottleneck rather than a boon. On the other, a laissez-faire, free-for-all strategy risks data chaos, compromising security, quality, and […]

Explainable AI: 5 Open-Source Tools You Should Know

Explainable AI refers to ways of ensuring that the results and outputs of artificial intelligence (AI) can be understood by humans. It contrasts with the concept of the “black box” AI, which produces answers with no explanation or understanding of how it arrived at them. Explainable AI tools are software and systems that provide transparency […]

Stop Complaining About Your Data – And Do Something About It

Organizations are drowning in a sea of data, facing challenges that range from inconsistent quality to inefficient and ineffective management. It’s easy to complain about the state of your data, but a more productive tactic involves taking actionable steps to address these issues. Enter Non-Invasive Data Governance (NIDG) — a methodology that empowers organizations to […]

The Currency of Information: Measuring the Value of Data (Part Four)

Data professionals often talk about the importance of managing data and information as organizational assets, but what does this mean? What is the actual business value of data and information? How can this value be measured? How do we manage data and information as assets? These are some of the questions that I intend to […]

The Currency of Information: Managing Data as an Asset (Part Three)

Data professionals often talk about the importance of managing data and information as organizational assets, but what does this mean? What is the actual business value of data and information? How can this value be measured? How do we manage data and information as assets? These are some of the questions that I intend to […]

The Currency of Information: What Kind of Asset Is Data? (Part Two)

Data professionals often talk about the importance of managing data and information as organizational assets, but what does this mean? What is the actual business value of data and information? How can this value be measured? How do we manage data and information as assets? These are some of the questions that I intend to […]

Synchronized Video Data Collaboration for Multi-Layered Insights

In this digital age, large amounts of data are produced and consumed every second. And particularly for experienced bloggers in the data management or IT industry, synchronized video data collaboration represents an untapped wellspring of potential. By harnessing this data revolution, businesses can gain multi-layered insights into consumer behavior and enhance organizational performance. The Undeniable […]

Exploring Cloud Computing Risks and Security Hurdles

The worldwide shift toward cloud computing significantly changes how businesses approach data management and operation. Regardless of whether private, public, or hybrid cloud models are employed, the advantages of cloud computing are numerous, including heightened efficiency, reduced expenses, and increased flexibility. Nonetheless, utilizing cloud computing carries potential risks that need to be addressed for sustainable […]

Use of Big Data in Investing

In a turn of events unanticipated by most analysts, young people — Gen Zers and Millennials, in particular — are outpacing older generations in 401(k) contributions. Furthermore, young people are investing earlier than ever, with 31% of Millennials having started investing before turning 21. But with growing investment opportunities for young generations and their unprecedented […]

The 5 Stages of Your Data Analytics Journey

Harnessing the power of data has become critical in today’s digital age when information is abundant and decision-making is critical in many aspects of business. Understanding your data may unearth hidden insights and move your business ahead, whether you’re a small startup or an established enterprise. However, going on the road of data analytics may […]

Predictive Maintenance in Industry 4.0

There’s no denying it. The digital revolution we’re living through has fundamentally changed how business is done. So much so that digital platforms and applications now drive enterprises of all kinds. Some like to call this unabashed modern digital age the ‘fourth industrial revolution’ — or, if you prefer, ‘Industry 4.0’. Yet, whatever you call […]

The Impact of AI on the DBA

Artificial Intelligence, or AI, is having a significant impact on most industries and job roles these days, and it will only increase as AI techniques and algorithms improve over time. I’m sure you’ve heard about things like natural language processing, machine learning, and large language models such as those used by ChatGPT and Google Bard. […]

Estimating the Data Mining Tool Market

The recently published report by Research Nester, Global Data Mining Tool Market: Global Demand Analysis & Opportunity Outlook 2027, delivers detailed overview of the global data mining tool market in terms of market segmentation by service type, function type, industry type, deployment type, and region. The report also encompasses the industry growth drivers, restraints, supply […]

O*NET Data Warehousing Specialist Survey

The O*NET Data Collection Program, which is sponsored by the U.S. Department of Labor, is seeking the input of expert Data Warehousing Specialists. As the nation’s most comprehensive source of occupational data, O*NET is a free resource for millions of job seekers, employers, veterans, educators, and students at www.onetonline.org. You have the opportunity to participate […]

Auditing Database Access and Change

The increasing burden of complying with government and industry regulations imposes significant, time-consuming requirements on IT projects and applications. And nowhere is the pressure to comply with regulations greater than on data stored in corporate databases. Organizations must be hyper-vigilant as they implement controls to protect and monitor their data. One of the more useful […]

Lack of Proper Test Data Poses Bottleneck

The world is in a digital revolution. Business models are increasingly based on software applications. IT is operating at a faster pace than ever before and has become a vital component of modern business. The speed of application development is becoming a decisive factor for a company’s success. Implementing an optimized test data management program […]

Mitigate Risks and Protect Sensitive Procurement Data

Procurement is an essential function within any organization, involving the acquisition of goods and services necessary for business operations. However, with the rise of digitalization and technology, procurement processes have become increasingly vulnerable to cyber threats. Cybersecurity risks in procurement can result in significant financial loss, reputational damage, and legal liability. Therefore, it is crucial […]

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