Executive Summary One of three ML projects fails due to the lack of a solid data foundation. Projects suffer from low-quality data, under-utilized compute resources, and significant labor overhead required to build and maintain large amounts of data. Traditional data lakes break…
Advances in technology is making applying machine learning to pricing processes in insurance easier. According to Akur8, actuaries can benefit greatly from its adoption. Machine learning is quickly entering the insurance space, and this opens up exciting new opportunities for the industry. In…
Bad actors have learned: The more data they’re able to harvest about you, the more likely they’ll be able to successfully phish you. Which is probably why this attack vector has never been more popular. Proofpoint’s 2022 State of the Phish report revealed that…
OLDWICK, N.J.–(BUSINESS WIRE)– The November issue of Best’s Review includes features on Pie Insurance’s expansion plans, how risk professionals are turning to machine learning and AI to forecast financial risks of extreme events, and more: Discussing their new book in the AM Best TV…
If you are a data science aspirant, you no doubt have the following questions in mind: There are so many good packages that can be used for building predictive models or for producing data visualizations. Some of the most common packages for…
Researchers have developed a deep learning model that uses a single chest X-ray to predict the 10-year risk of death from a heart attack or stroke, stemming from atherosclerotic cardiovascular disease. Results of the study were presented today at the annual meeting…
Graphs, a potentially extensive web of nodes connected by edges, can be used to express and interrogate relationships between data, like social connections, financial transactions, traffic, energy grids, and molecular interactions. As researchers collect more data and build out these graphical pictures,…
We’ve all seen those scenes from sci-fi movies where a scientist runs a program and then an artificial intelligence (AI) model magically appears to provide some mind-blowing results. It would be great if we could simply ask our AI model to provide…
A study valued the 2022 global Artificial Intelligence market at over $136 billion. It’s predicted to increase by over 13x between now and 2030. It’s clear to say that AI isn’t going anywhere soon. One misconception with this growing trend is that machine learning…
shown in “Why Do Tree-Based Models still Outperform Deep Learning on Tabular Data?” [Grinsztajn et al., 2022], the widely used tree-based models remain the state-of-the-art machine learning methods in many cases. Recently, Local Cascade Ensemble (LCE) [Fauvel et al., 2022] proposes to combine the strengths of…
