Posts by Tag

Actuary Magazine

Pieces of the technology puzzle

5 minute read

Originally published by The Actuary, July 2020. © The Institute and Faculty of Actuaries. Click here to read the original article. Małgorzata Śmietanka a...

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Federated Learning

Splitting dataset for federated learning

2 minute read

In this post, we would explore how to split a dataset for the purpose of federated learning. Federated learning is applicable when there are multiple indepen...

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Statistical Learning

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Research Papers

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NLP

From raw to processed tweets

6 minute read

This is part of a series of posts that aim to explain in greater detail the NLP pipeline supporting the twitter sentiment analysis performed here. Step 1:...

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Data visualisation

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Technology

Pieces of the technology puzzle

5 minute read

Originally published by The Actuary, July 2020. © The Institute and Faculty of Actuaries. Click here to read the original article. Małgorzata Śmietanka a...

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Update

Welcome to the site

less than 1 minute read

Welcome to the website of the IFoA Data Science Research workstream. This is where we will host information about the work we have done and share interesting...

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Supervised Learning

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Embedded Insurance

Applying Analytics in Embedded Insurance

6 minute read

Introduction The past decade has seen the rise of technology penetration in our everyday lives, from ride-hailing, food delivery, e-commerce, digital bank...

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Explainable AI

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