Large language models (LLMs) are the backbone of modern natural language processing. They predict words, craft sentences, and mimic human language at scale. But underneath their polished outputs lies a limitation: They only replicate patterns seen in their given or training data. What happens when we want LLMs to go beyond this – when they […]
A Front-End Engineer’s Guide to Designing Interactive Dashboards
Dashboards are the foundation of modern business intelligence. They enable the visualization and transformation of hard-to-understand data into relevant information that various departments can use for better decision-making purposes. For companies that aim to develop a data-centric mindset, dashboards serve as a dynamic system for examining trends, outliers, and key performance metrics on the fly. […]
2024 DATAVERSITY Top 20
As we approach the end of another year, we here at DATAVERSITY have been busy analyzing our data and answering the big questions: What was the most popular content on our website and training center over the past 12 months? Which data management topics did you – our readers and students – seek out again […]
Transforming Real-Time Analytics with AI-Powered Digital Twins
Data management professionals face growing challenges in handling the vast amounts of live data generated by live systems, such as transportation networks, power grids, and security infrastructures. IoT devices have proliferated widely and produce real-time data on an unprecedented scale, placing significant demands on traditional data processing methods. Legacy approaches – often reliant on batch […]
Prescriptive Analytics Use Cases
Optimizing business outcomes through advanced analytics and real-time scenario analysis represents a significant leap forward in decision-making processes. In practice, advanced analytics provides a framework for evaluating an extensive array of potential outcomes derived from different decision paths. It integrates ML models that simulate various scenarios in real time, thereby offering a dynamic decision-support system. […]
AI’s New Superpower: Riding the Wave of Real-Time Data
Imagine a world where AI doesn’t just predict the future – it lives in it. A world where machine learning models aren’t stuck reminiscing about last year’s data, but are instead surfing the cutting edge of now. This isn’t science fiction; it’s the new frontier of artificial intelligence, and it’s being shaped by an unlikely […]
ADV Webinar: How to Become an AI-Ready Organization
Download the slides >> This webinar is sponsored by: About the Webinar Investments in artificial intelligence will only pay off if paired with people success. Managing this transformation is key to AI success. Information management professionals and business leaders must concern themselves with the organization’s acceptance of these efforts. To be successful in achieving the […]
May 8 AArch Webinar: The Data Observability Advantage – Unlocking the Secrets to Reliable, High-Quality Big Data
DATE: May 8, 2025 TIME: 2:00 PM – 3:00 PM Eastern / 11:00 AM – 12:00 PM Pacific PRICE: Free to all attendees About the Webinar In the age of big data, observability has become a critical competency for ensuring data reliability and performance. This session will provide a comprehensive exploration of modern data observability strategies, demonstrating […]
Jun 12 AArch Webinar: Promising AI Use Cases for the Enterprise in 2025
DATE: June 12, 2025 TIME: 2:00 PM – 3:00 PM Eastern / 11:00 AM – 12:00 PM Pacific PRICE: Free to all attendees About the Webinar As artificial intelligence continues to mature, enterprises are discovering transformative applications that extend far beyond traditional use cases. This forward-looking webinar will examine the most promising AI implementations across industries, from […]
Jul 10 AArch Webinar: Edge Computing Evolved – Introducing the Zero-DBA, Zero-ETL Embedded Database
DATE: July 10, 2025 TIME: 2:00 PM – 3:00 PM Eastern / 11:00 AM – 12:00 PM Pacific PRICE: Free to all attendees About the Webinar This session emphasizes the critical role of embedded databases in the evolving landscape of the Internet of Things. As IoT devices proliferate, the need for efficient, localized data management becomes paramount. […]