It has been 20 years since I first used machine learning to solve a complex business problem. The underlying problem was simple: the company was selling a new service and wanted to know who was most likely to buy it. We had millions of records, and each record had hundreds of fields. A vast amount of data, but no idea how to extract insight from it. Countless hours from various data analysts had been invested into finding a pattern, but none was forthcoming.
