Pragmatic Machine Learning

We are very excited to announce a new Win-Vector LLC blog category tag: Pragmatic Machine Learning. We don’t normally announce blog tags, but we feel this idea identifies an important theme common to a number of our articles and to what we are trying to help others achieve as data scientists. Please look for more news and offerings on this topic going forward. This is the stuff all data scientists need to know.

The differing perspectives of statistics and machine learning

In both working with and thinking about machine learning and statistics I am always amazed at the differences in perspective and view between these two fields. In caricature it boils down to: machine learning initiates expect to get rich and statistical initiates expect to get yelled at. You can see hints of what the practitioners expect to encounter by watching their preparations and initial steps. Continue reading