Articles tagged "data"

Analytics Snippet: Multitasking Risk Pricing Using Deep Learning

Jacky Poon shows you how to build a risk premium pricing model using deep learning, in this example for a motor portfolio - a classic general insurance problem.

Actuarial skillset takes top spots in IAPA Top 25 Analytics Leaders list

Two Fellows of the Actuaries Institute and a Chief Data Scientist trained in actuarial science have featured in the Institute of Analytics Professionals of Australia's (IAPA) inaugural Top 25 Analytics Leaders program.

Analytics Snippet: In the Library

Welcome to the Analytics Snippet column, where we showcase short code snippets in R, Python, or other programming languages, to demo the power of data analytics. In this first instalment, Jacky Poon dives into checkouts of book titles from a Brisbane Library.

Actuarial Hackathon Presentation Showcase 2018!

The 2018 Actuarial Hackathon saw 18 teams of actuaries solve practical challenges posed by not-for-profit organisations. From rap skills to wigs, it was an insightful, rewarding and entertaining showcase night! Angela Poon reports.

Data and privacy in the aftermath of Cambridge Analytica - Normal Deviance

The Facebook - Cambridge Analytica saga has dominated headlines. It has been a useful case study for companies thinking about their data and partnerships arrangements.

Letting Insurance Asset Data Speak for Itself

In late 2016, the Society of Actuaries (SOA) commissioned a paper on asset allocation trends of Asian life companies. Two FIAA’s who co-wrote the paper “Letting Insurance Asset Data Speak for Itself”[1] highlight its key findings here. 

Can “traditional” actuarial methods be sexy?

Amongst much talk about data science and new analytics techniques, Ashish Ahluwalia challenges the profession to be bold in sticking to their roots and take their toolkit of ‘traditional’ actuarial methods into a broader industries outside of insurance.  

Stats, nothing but stats

Jennifer Lang, author of the blog Actuarial Eye, writes about her recent experiments with the 'Census table builder' - a data tool that includes a map visualisation function. 

Predicting mortality around Australia - Actuaries take home Kaggle Cup

Oliver Chambers and Andrew Bird made the winning submission for the Actuaries Institute's inaugural Kaggle competition in 2015. Here, they explain how they explored different features in the data to predict mortality at locations around Australia.

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