Mainstream enterprises are beginning to deploy machine learning applications that add differentiation to traditional products and services. But the complexity of their big data infrastructure is becoming a problem. Big data pros need to deploy a digital business platform (DBP) to support modern applications and then extend the DBP to machine learning applications.