One challenge in building analytical models involves separating signal from noise. Signal describes the patterns we consider “real” in the sense that we believe they reflect a true relationship between the factors we’re analyzing. For instance, if our data indicates that a person’s height is...
Models are amazing. Built upon the understanding we gained in type 2 analytics, models provide an amazing tool that we can pass to others. No longer is the understanding locked up in our minds, but it becomes a concrete reality we can use to further...
Call me crazy, but I think this whole data thing has legs. At this point, it’s a cliché to say that data is the new oil or that data maturity is vital to the business. Everybody wants to be a data-driven company, but often the...
Four years ago, I wrote a blog post speculating about future business intelligence workflow and tools for business information systems that would provide the capabilities of high-priced legacy enterprise business information systems but at a fraction of the cost. Part of that post included a...
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