blog_posts: 0fe640e13d
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id | createdDate | title | link | postExcerpt | featuredImageUrl | hash | contributors | modifiedDate | displayDate |
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blog-posts#34-50566 | 2023-02-27 20:47:48 | Tune ML models for additional objectives like fairness with SageMaker Automatic Model Tuning | https://aws.amazon.com/blogs/machine-learning/tune-ml-models-for-additional-objectives-like-fairness-with-sagemaker-automatic-model-tuning/ | Model tuning is the experimental process of finding the optimal parameters and configurations for a machine learning (ML) model that result in the best possible desired outcome with a validation dataset. Single objective optimization with a performance metric is the most common approach for tuning ML models. However, in addition to predictive performance, there may [...] | https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2023/02/27/tune-ml-models-fairness.jpg | 0fe640e13d | Munish Dabra, Hasan Poonawala, Mohammad Tahsin, Rahul Sureka, Xingchen Ma | 2023-02-27 20:47:48 | 27 Feb 2023 |
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