article thumbnail

Mastering the Unknown: Uncertainty Modeling in AI for Critical Safety

Analytics Vidhya

Introduction In our AI-driven world, reliability has never been more critical, especially in safety-critical applications where human lives are at stake. This article explores ‘Uncertainty Modeling,’ a fundamental aspect of AI often overlooked but crucial for ensuring trust and safety.

article thumbnail

Three Emerging Analytics Products Derived from Value-driven Data Innovation and Insights Discovery in the Enterprise

Rocket-Powered Data Science

I recently saw an informal online survey that asked users which types of data (tabular, text, images, or “other”) are being used in their organization’s analytics applications. The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Small Businesses Use Big Data to Offset Risk During Economic Uncertainty

Smart Data Collective

Big data technology used to be a luxury for small business owners. In 2023, big data Is no longer a luxury. One survey from March 2020 showed that 67% of small businesses spend at least $10,000 every year on data analytics technology. However, there are even more important benefits of using big data during a bad economy.

article thumbnail

Business Strategies for Deploying Disruptive Tech: Generative AI and ChatGPT

Rocket-Powered Data Science

While generative AI has been around for several years , the arrival of ChatGPT (a conversational AI tool for all business occasions, built and trained from large language models) has been like a brilliant torch brought into a dark room, illuminating many previously unseen opportunities.

Strategy 289
article thumbnail

Decision Making with Uncertainty Requires Wideward Thinking

Andrew White

COVID-19 and the related economic fallout has pushed organizations to extreme cost optimization decision making with uncertainty. As a result, Data, Analytics and AI are in even greater demand. Demand from all these organizations lead to yet more data and analytics. With data comes quality issues. Everything Changes.

article thumbnail

Crisis Creates New Opportunities for Data-Driven Businesses

Sisense

Analytics and data are changing every facet of our world. In The State of BI & Analytics , we expand on our original research, keeping you ahead of the curve on the world of analytics, data, and business intelligence. When forced to make important decisions, business leaders use data to chart a course.

article thumbnail

IT spending projected to grow despite economic headwinds

CIO Business Intelligence

The 3% increase in total IT spending represents slower growth than in 2021, as the economy as a whole and the IT sector in particular began to recover from the effects of the pandemic, and growth will largely be driven by cloud services and the data center, Gartner said. Cloud Computing, Data Center, Technology Industry

IT 132