Description: This article describes how to model variable annuities using a GPU along with some of the stumbling blocks.

Description: A look into how machine learning models implement classification and regression at a deeper level. Covers topics such as multi-regression, softmax, and ROC charts.

Description: The newer predictive modeling tools are powerful but they work best when supported by a lot of computing power. Parallel processing is very powerful but often very difficult to implement. Dihui and Richard take us through the maze of options with H2O, SparkNet/MLib and Mahout. Which do you use for a generalized linear model (GLM), and which is better for high-volume data manipulation?

Description: This article summarizes a method for measuring the credibility of a prediction from a logistic generalized linear model (GLM).

Description: An introduction to creating Shiny web applications, with sample code available to reproduce the interactive application displayed in screenshots in the article.

Description: This article shares our experience of using the cloud to do large-scale parallel processing and discusses some background regarding the cloud.

Description: This article is about how insurance companies are deploying insurance technologies.

Description: Introduction to PMML and how to use of it in the R programming language. PMML is an interchange format for predictive models.

Description: Letter from the Chair of the Product Development Council. Challenging times bring opportunities. Today's low interest environment is a rallying cry for our industry to transform our products and the way we do business

Description: This article discusses reaction to the requirement by the European Union for gender neutral pricing. One UK insuring is providing rates that are lower if you "Drive Like a Girl". The benefit to the consumer is lower rates as females tend to have better auto insurance experience as compared to males. Nothing is preventing males from applying for the coverage. However, it is clearly marketed to females as one can see from their branding materials. A black box attached behind the dashboard of the car monitors the driving (speed, acceleration, etc.) to confirm that they are indeed "Driving Like a Girl" as their insurance assumes.