like we see close to downtown the restaurants nearby is it easy to get to the hotel and so on and maybe hopefully from all this data and algorithm can find clusters in this data to show interesting spots for your tab so most unsupervised learning third category of problems falls between unsupervised and supervised problems and it's called semi-supervised learning here we have partially labeled data and many real problems fall into this category because it can be really expensive or at least time-consuming to