O’Reilly Machine Learning Survey: Enterprises Aim for Maturity

The short O’Reilly machine learning survey of more than 11,400 decision-makers, data scientists, data engineers and analysts found that “sophisticated” companies, or those with machine learning models in production for more than five years, treat machine learning as a distinct discipline that requires unique titles and processes. They’re also taking a more comprehensive look at the model performance by including model explainability, transparency, fairness and bias metrics in the process.