The Architecture Used at LinkedIn to Improve Feature Management in Machine Learning Models
The new typed feature schema streamlined the reusability of features across thousands of machine learning models.
Jesus Rodriguez
Apr 20
“Recently, LinkedIn unveiled some details about their approach to feature engineering to enable rapid experimentation which contains some very unique innovations…. The latest version of LinkedIn’s feature architecture introduces the concept of typed features to represent features in an expressive and reusable format.”