The Data Analytics Blog

Our news and views relating to Data Analytics, Big Data, Machine Learning, and the world of Credit.

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Bizcommunity Interviews Our CEO About Our Rugby Predictions

October 6, 2015 at 5:57 PM

A great interview with South Africa's leading online community for Marketing, Loyalty and PR professionals. The interview is with our CEO and his take on our Rugby World Cup predictions using machine learning and predictive analytics. Some excellent questions posed by journalist Leigh Andrews! Read the full interview here

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Latest Posts

How to choose the correct collections chatbot

Principa has a wealth of experience in building and deploying chatbots for the financial services industry. Our custom-built solution is flexible and fully customisable which allows your bot to assume your brand’s persona. We can also seamlessly integrate with existing systems. Click here to find out more. 

Model validation and adjustment

The time is NOW for model validation and adjustment. One of the major premises used in credit scoring is that “the future is like the past”. It’s usually a rational assumption and gives us a reasonable platform on which to build scorecards whether they be application scorecards, behavioural scores, collection scores or financial models. That is reasonable until something unprecedented comes along. You can read about this black swan event in our previous two blogs here and here.

Payment holidays – what did everyone do?

Payment holidays have been used throughout South Africa and around the world to help alleviate the economic stress during the COVID-19 lockdown. In this blog we look at some of the steps taken internationally and by some of South Africa’s major lenders (specifically in the consumer space).