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Fraud in the Health Insurance Market

An brief overview of fraud in health insurance and the potential for data science to help.
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Data Engineer – The Roles and Tools

A sneek peek into the function of a data engineer, and a look at some of the tools they use to create data pipelines.
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An Introduction to Focal Loss

In order to address class imbalance, focal loss introduces an alteration to the standard cross entropy loss function in order to down-weight the loss of samples that are well classified.
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Explaining APIs with an Example

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An Introduction to Machine Learning in Medicine

An introduction into the current state of machine learning in the healthcare sector. This post discusses a few of the current applications as well as limitations.
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How AI Revolutionised the Ancient Game of Chess

AI has fundametally changed the way we play and think about chess – a game that dates back almost 1,500 years. But how do chess engines work?
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AI Meets ‘The Beautiful Game’

The article explores the science behind the controversial topic of VAR in soccer and looks to explain it with a simple example using OpenCV.
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Image Analysis and Processing - Python OpenCV Example

An overview of image analysis and computer vision and its real world applications.
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Promoting Company Culture From Home

A guide on how to keep your company as productive as possible with remote employees.
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Supervised text classification - A Beginner’s Guide

Text classification is not as difficult as you think! Here we provide a simple guide to get you started.
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Complex Contagion: The Science of Human Networks

Complex contagion explains how culture is generated, how behaviors are adopted, and how a community influences you more than you think.
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The Machine Learning Project Pipeline - A binary classification example

Binary classification is a common machine learning task, in this article we detail an overview of the process involved.
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Using Data to Prosper in Tough Times

As processes gain greater quantities of data, businesses can leverage data's power to become leaner and more profitable.
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The Science of Contagion

Learn how things spread,
from viruses to tweets in simple contagion events.

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The Executive's Guide to Machine Learning

Alright, so you have identified a problem where machine learning is the appropriate solution. You are now probably considering how you can bring your idea to reality. I am hoping to give you a brief ‘how-to’ guide to getting the most value out of your project.

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