Most businesses tend to rely on relational database management systems (RDBMS) to provide business insight, including continuous intelligence. Cloud relational databases have improved computing power they bring to the table, to handle more massive amounts of data. However, relational databases, even ones in the cloud, face two issues. They have a harder time with the […]
Press Release: Agenda Announced and Registration Open for the 2020 Enterprise Analytics Online Event
September 22, 2020 — DATAVERSITY® announced the agenda and opened registration today for the fourth-annual Enterprise Analytics Online (EAO), which will be presented live on November 18th, 2020, from 8 a.m. to 1:30 p.m. Pacific Time. Details and free registration for this event can be found at https://eanalyticsonline.com. One of several online conferences hosted by DATAVERSITY, EAO is […]
Operationalizing Analytics with DataOps and ModelOps
Click to learn more about co-author Prashanth Southekal. Click to learn more about co-author Harsh Vardhan. If you look to separate the hype in the market from the reality faced by organizations in operationalizing analytics — you’ll notice a gap. In 2019, Gartner reported that over 80 percent of analytics initiatives did not deliver business […]
What Are GPUs and Why Do Data Scientists Love Them?
Click to learn more about author Eva Murray. Move over, CPUs. The GPUs have arrived in modern enterprises, and data scientists are eager to use them for their modeling and deep learning applications. Why is this happening, and what are the advantages GPUs bring for Data Science applications? Read on and find out. What Are GPUs? GPUs, or graphics […]
Don’t Make These Six Big Data Mistakes
Click to learn more about author Evelyn Johnson. Why do big data projects fail? They do; that’s for sure. Gartner estimated that 60 percent of big data projects fail to achieve their desired objectives. A year later, they revised this figure to 85 percent, admitting they were “too conservative” with the original estimate. So, going […]
ADV Slides: How to Improve Your Analytic Data Architecture Maturity
ADV Slides: How to Improve Your Analytic Data Architecture Maturity from DATAVERSITY To view just the On Demand recording of this presentation, click HERE>> This webinar is sponsored by: About the Webinar Many organizations are immature when it comes to data use. The answer lies in delivering a greater level of insight from data, straight […]
ADV Webinar: How to Improve Your Analytic Data Architecture Maturity
To view just the slides from this presentation, click HERE>> This webinar is sponsored by: About the Webinar Many organizations are immature when it comes to data use. The answer lies in delivering a greater level of insight from data, straight to the point of need. Enter: machine learning. In this webinar, William will look […]
Expand Business Intelligence Beyond the Boardroom
Click to learn more about author Daniel Jebaraj. For decades, business intelligence (BI) has been limited to power users and senior decision-makers. Business analysts have prepared dashboards and reports and delivered them to the C-suite for high-level strategic discussions. Outside of that rarified atmosphere, business has been conducted without access to real-time data and BI. […]
From Modeling to Scoring: Finding an Optimal Classification Threshold based on Cost and Profit
Click to learn more about co-author Maarit Widmann. Click to learn more about co-author Alfredo Roccato. Wheeling like a hamster in the Data Science cycle? Don’t know when to stop training your model? Model evaluation is an important part of a Data Science project and it’s exactly this part that quantifies how good your model is, […]
The Evolving Role of Big Data in Accident Cost Containment
Click to learn more about author Ben Hartwig. Minimizing the costs of accidents is no easy feat. Doing the research or going through a massive amount of data can be strenuous. Not to mention, if you are not an expert, it will be extra challenging. So if your company is looking for ways to minimize […]