Articles tagged "data science"

Data Science: golden age or AI winter?

Milton Lim assesses the risks (both upside and downside) of the data science revolution and considers how best to ride the “Big Data” wave in the firt instalment of a series that explores the breakthroughs and philosophy of AI, computer science and data.

Becoming an Analytics-Based Insurer: A Road Map – Part 1

Stephen Lowe, former managing director at Willis Towers Watson and past President of the Casualty Actuarial Society, shares his views on the benefits of combining actuarial knowledge and data science. This is part one of a two-part series, focusing on the requisite skills and technological advances driving current data science innovations.

Automatic machine learning - Zeming's data analytics ‘meetup’ files

It's the year 2025. As an actuary for a major software vendor, you've just been asked by your boss to figure out why the algorithm liability claims are deteriorating.

Data Analytics powers NRL plays, health reform and research - 2017 Data Analytics Seminar report

From determining game-changing NRL plays, to detecting fraud in Australia's $1 billion health care system, data analytics is a powerful force. At the recent Actuaries Institute Data Analytics Seminar, attendees were challenged to think “beyond the data science bubble” and find ways to harness their existing skills in the exciting world of analytics. Michael Storozhev reports.

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Normal Deviance - Why you should totally include data science in your next job search

‘Data scientist’ clearly overlaps with pre-existing jobs like statisticians, business analysts and even actuaries, but as our resident Data columnist Hugh Miller reports, it also carries its own flavour. The proof is in the data.

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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