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In the paper A survey on bias and fairness in machine learning.- the authors outline 23 types of bias in data for machinelearning. The source is good – so below is an actual representation because I found it useful as it is
full paper link below
1) Historical Bias. Historical bias is the already…Continue
Anomaly detection for IoT is one of the archetypal applications for IoT.
Anomaly detection techniques are also used outside of IoT.
In my teaching at the #universityofoxford - we use anomaly detection as a use case because it brings together many of…Continue
Recently Springer made some good books on maths free to download.
Competitive programming strategies are useful for many data science interviews and they help to improve your maths foundations. There are not many books on this subject (although there are many good websites and YouTube resources).
So, I hope you find this book…Continue
I like this image from the twitter feed of the Paris based Venture Capitalist Michael Jackson
It shows that everyone wants to be an ‘AI start-up’ - but only when it suits them!
So, how exactly do you build (and identify) an AI start-up
I always like to start off with a set of ground…Continue