Amazon SageMaker Automatic Model Tuning allows you to find the most accurate version of your machine learning model by finding the optimal set of hyperparameter configurations for your dataset. SageMaker Automatic Model Tuning is now integrated with the SageMaker Search API, which lets you quickly find and evaluate the most relevant model tuning jobs from potentially hundreds or thousands of them.