H2O.ai's Driverless AI automates machine learning for businesses

Driverless AI is the latest product from H2O.ai aimed at lowering the barrier to making data science work in a corporate context. The tool assists non-technical employees with preparing data, calibrating parameters and determining the optimal algorithms for tackling specific business problems with machine learning. At the research level, machine learning problems are complex and unpredictable -- combining GANs and reinforcement learning in a never before seen use case takes finesse. But the reality is that a lot of corporates today use machine learning for relatively predictable problems -- evaluating default rates with a support vector machine, for example. But even these relatively straightforward problems are tough for non-technical employees to wrap their heads around.