As more organizations embrace big data and analytics to gain insight from extremely large datasets, the tools and systems used to manage data have grown, changed, and mul­tiplied. Instead of just ...

Big data is less predictable than traditional data, and therefore requires special consideration when building models. Here are some things to keep in mind. Image: iStock/z_wei Data modeling is a ...

While marketers have been grappling and struggling with solutions to the loss of third-party cookies over the past couple of years, new and smarter ways of investing media dollars have been evolving.

Discover the power of predictive modeling to forecast future outcomes using regression, neural networks, and more for improved business strategies and risk management.

Technological advances have led to a proliferation of structured big data that have matrix-valued covariates. We are specifically motivated to build predictive models for multi-subject neuroimaging ...

Traditionally, the cardinal rule has been to model data first and load it later. But with new technologies and repositories such as Hadoop, NoSQL, and data lakes, and big data itself, the rule is ...

Data, modeling, and simulations are critical to planning for and maintaining sustainable communities. The National Academies organized a workshop and webcast in January 2019 that brought together an ...

Data modeling refers to the architecture that allows data analysis to use data in decision-making processes. A combined approach is needed to maximize data insights. While the terms data analysis and ...

The National Academies of Sciences, Engineering, and Medicine are private, nonprofit institutions that provide expert advice on some of the most pressing challenges facing the nation and world. Our ...

My thinking on Big Data has led me to categorize the activity most companies are undertaking into three buckets: Agile Big Data, Operational Big Data, and High Resolution Management. By looking at ...

The study shows that combining digital twins and big data can transform smart mobility from a purely technological upgrade ...