Machine learning in the enterprise: 5 hard truths

The sustained hype around machine learning (ML) applications in the business world has some reasonable roots. ML is already embedded in many business applications, as well as customer-facing services. Also, it just kind of sounds cool, right? As many an IT leader can tell you, though, excitement about a technology can lead to some unfulfilled and downright unrealistic expectations. So we asked a variety of ML and data science experts to share with us some of the tough truths that companies and teams commonly learn when they charge into production.