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Articles by Anders Borges
Explainable AI (XAI) with a Decision Tree
Image by Jplenio Sager from Pixabay AI, Learning models become more and more complex over time and it becomes difficult to analyze them intuitively. It is often heard that machine learning models are “black boxes”, in the sense that they can make good predictions but we can’t understand the logic behind those predictions. This statement is true in the sense that most data scientists find it difficult to extract insights from models.
Visualizing How Global Trade Shapes the Climate Crisis
Decision-makers are on a tight schedule if they want to live up to their obligations in the Paris agreement. Luckily, there is a lot of research about understanding the climate crisis from a financial perspective that can help them. As a data scientist, I thought it would be interesting to look at some of the data and see if I could make out some patterns. In my previous blog post, I used data science tools to mine the global economy.
A Data Scientist’s Approach to Understanding the Global Economy
Sometimes I think that if I keep up with the news I develop a qualified opinion about most matters. But the news report, well, they report the news — changes to a not too distant past. It’s like looking at the world through the windscreen of a speeding car — it’s not about the big picture. Moreover, I often have the impression that it can sometimes be difficult to separate opinion from fact in the current news landscape.
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