Posts by Year

2022

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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2021

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...

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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2020

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...

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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