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hi I think I using live ransom which was a former partner partner and CTO at Schofield and admitted for territory trading groups that use machine learning techniques land is currently a problem n dirty men and when you talk about housework data all right so to begin with weamp;#39;ll weamp;#39;ll talk a little bit about what is dark data because itamp;#39;s one of those things that most people donamp;#39;t necessarily understand it there are lots of different definitions for it so weamp;#39;ll talk about how we think about it so essentially as companies are in business they are collecting large amounts of data and then theyamp;#39;re processing this data theyamp;#39;re creating derived data sets and then theyamp;#39;re basically making that available to their to their employees inside their company and essentially as you go through that process of like going from the collection and processing and then from processing to the actual end user youamp;#39;re typically going across