As most of you are aware the postponed 2020 summer Olympic Games in Tokyo took place this summer. What many of you might not be aware is that during that same time, four prospective data analysts waited for their first day at Sopra Steria. Much like this summer’s Olympics, which took place with empty stands... Continue Reading →
The Need for Intelligible Artificial Intelligence
Introduction A few years ago, I gave a talk at a healthcare conference organized by Computer Sweden on the importance of AI for the future of healthcare. If I remember correctly, I described a Breast Cancer Detection model I had constructed with the help of annotated data. Some people in the crowd were impressed while... Continue Reading →
Gambling with Reinforcement Learning or playing it safe with Supervised and Unsupervised Learning?
I haven't written a post in a very long time and I have gotten quite a few messages asking when the next post will be published. Too much work, a lovely summer and a lot of thinking about deep learning have kept me from writing and it is the latter I wish to talk... Continue Reading →
Breast Cancer Detection using Deep Learning – speeding up histopathology
Introduction - We do live in a better world A great number of voices claim that the world is in a terrible shape and that an apocalyptic future awaits us. The truth is that life has never been better. We live in a world in which extreme poverty has dropped from 30 percent in 1990... Continue Reading →
Sometimes…it’s just because we can: Deep Dreaming in R
A couple of years ago I saw a TED-talk on AI and the first pieces of art created with a neural network and I thought to myself "Wow! This is so cool!". My first passion growing up was drawing and I had a bizarre taste in pictures....they resembled quite a lot what is shown in... Continue Reading →
A gentle introduction to Image Recognition by Convolutional Neural Network
When people hear the words "Artificial intelligence" they most often tnink of either robots or automated system with the ability to distinguish between objects. The latter is what in the area of analytics knows as image recognition, a specific branch of a much wider set of techniques known as Deep Learning. When curious minds undertake... Continue Reading →
24 hour predictions of PM10 levels in urban environments
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