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Nick, a data scientist at DataCamp, will be teaching a course on cleaning data. In this tutorial, he uses an example of dirty data related to weather metrics in Boston. Although the data appears organized in rows and columns, closer inspection reveals various issues that need to be addressed before building a predictive model. The tutorial emphasizes the importance of cleaning data to ensure accurate analysis and model building.