Creating an end-to-end application for orchestrating custom deep learning HPO, training, and inference using AWS Step Functions

Amazon SageMaker hyperparameter tuning provides a built-in solution for scalable training and hyperparameter optimization (HPO). However, for some applications (such as those with a preference of different HPO libraries or customized HPO features), we need custom machine learning (ML) solutions that allow retraining and HPO. This post offers a step-by-step guide Read more…

CDK Corner – April 2021

Social – Community Engagement We’re getting closer and closer to CDK Day, with the event receiving 75 CFP submissions. The cdkday schedule is now available to plan out your conference day. Updates to the CDK Constructs promoted to General Availability Promoting a module to stable/General Availability is always a cause Read more…