I had the privilege to speak on Silicon Angle’s The Cube at the IBM CDO Summit recently. We discussed the basics of machine learning, how marketing is changing, what to do if a company doesn’t want to keep up with the future, and the differences in types of media. Thanks to IBM and Silicon Angle…
This week, I have the pleasure and privilege to speak at the IBM CDO Summit in Boston. I’ll be co-presenting with one of the true leaders and innovators in our field, Dr. Victor S. Y. Lo, who pioneered uplift analysis in the early days of digital marketing. What We’ll Be Addressing We see three problems…
In the last post, we examined different ways to prepare data to counteract known, common problems. Let’s turn our eye towards picking which data to predict. Picking Variables Picking a variable to predict is a blend of both human insight and machine analysis. The best comparison I know is that of a GPS app. We…
Marketers and business folks love the expression, “Data is the new oil”, and I find it apt. Like oil, data has incredible potential to change and transform business. The energy surplus of the last century was powered mainly by oil, in the sense that oil vastly amplified the amount of work our species does. There’s…
Answers come from questions. Better answers come from better questions. What begets better questions? Better data, and better ways to look at that data. When presented with a massive amount of data, such as a large table of 20 variables, it’s nearly impossible for regular people to glean answers from the data itself. For example,…
