Guten Tag! 🇩🇪
Everyone has heard of machine learning, but do you know about machine unlearning? This Wired magazine article presents this new area of research well. It's particularly interesting for all stakeholders who are subject to GDPR-type constraints, particularly the opt-out of patient data.
You have probably already encountered this little point of frustration, where your tool is not capable of taking into account exactly the number you want to use (example in the screenshot below in Python). This is due to the numerical representation of real numbers, which is inevitably imperfect. This blog post explains it very well; the diagrams make it easy to understand the concepts of mantissa and exponent.
We finish with a paper presenting the good practices of data management in Excel. These common-sense tips significantly speed up data analysis, avoiding most of the problems of cleaning and formatting raw data.
Have a great weekend and happy reading! 📚