Containers
Author: Suresh Saggar
Suresh is a Senior SDE in Amazon Core AI team building a managed compute environment on Kubernetes to execute containerized workloads @ scale. His current interests are in the area of Container Services, Machine Learning, and Optimization.
Advertising click-prediction modeling on Amazon EKS
In digital advertising, the ad click-through rate (CTR) model predicts the probability of a click given the ads and context x (for example, shopping query, time of the day, device). The output of a CTR model can be seen as a conditional probability p(y = click|x). A precise estimation of this probability influences our ability […]