Artificial intelligence (AI) systems possess the ability to autonomously learn and make decisions, mimicking human intelligence in ways that were once considered purely science fiction. However, this remarkable progress raises important questions about the ethical issues associated with using AI and relying on machines to perform tasks that were traditionally reserved for humans. One of the top […]
Using AI to Improve Metadata and Business Outcomes
When training AI models, the accuracy of the AI app depends on the quality of the training material it receives. Naturally, feeding it more than it needs or not enough will be either costly or result in a poor model, respectively. When using AI, you want your results quickly and with minimal cost. The best […]
Understanding Data Observability Tools
Data observability tools have become increasingly important as businesses rely more and more on data-driven decision-making. These tools are used to support the data’s reliability, consistency, and accuracy throughout the business. Data observability has become necessary for developing trustworthy data and diagnosing data flow problems that interfere with the business’s objectives. Data observability tools normally […]
It’s Not All Clean Rooms: Pushing for a Wider Data Collaboration Category
In the rush to enrich customer data and display digital advertisements in a “privacy-sensitive fashion,” the ad industry has adopted data clean room (DCR) technology as the best path forward. There are clear benefits to rapid industry adoption – namely, increasing recognition in the industry of the need to adopt new technology that protects consumer […]
Ethical Web Data Collection Initiative Introduces Certification Program
According to a new press release, The Ethical Web Data Collection Initiative (EWDCI) has launched a certification program aimed at enhancing transparency and ethical practices in the web data collection industry. This consortium, composed of web data collectors, seeks to foster public trust, promote ethical guidelines, and facilitate informed data extraction decisions for businesses and […]
What Is Data Management? Definition, Benefits, Uses
Data Management (DM) comprises a comprehensive collection of consistent and responsible practices, concepts, and processes. These resources align data for business success and implement a Data Strategy. Additionally, they span long-term, abstract planning to hands-on, day-to-day data activities. Since DM spans many outcomes, behaviors, and activities throughout the data lifecycle, companies find organizing it into a framework helpful. […]
DAS Webinar: Best Practices in Metadata Management
Download the slides here>> About the Webinar Metadata is hotter than ever, according to a number of recent DATAVERSITY surveys. More and more organizations are realizing that in order to drive business value from data, robust metadata is needed to gain the necessary context and lineage around key data assets. At the same time, […]
Weed Out Bad Data to Make Better Business Decisions
With data powering just about every modern business, the saying “garbage in, garbage out” is more relevant today than it’s ever been. Any data-based application, whether it’s a simple analytics engine or an advanced AI model, is only as effective as the data it’s fed. For any organization to become truly data-driven, they must weed […]
The Role of Data Privacy Compliance in Safeguarding Trust
Trust is a must in the digital and online economy. No customer would want to transact with businesses that cannot guarantee that they will receive the product they paid for. Similarly, customers need the assurance that their financial and personal details are kept private. Cases of data theft continue to increase and they are unlikely to […]
Data Quality Assessment: Measuring Success
The goal of a Data Quality assessment is not only to identify incorrect data but to also estimate the damage done to the business’s processes and to implement corrective actions. Many large businesses struggle to maintain the quality of their data. It is important to remember data is not always in storage and static but […]