MLOps for batch inference with model monitoring and retraining using Amazon SageMaker, HashiCorp Terraform, and GitLab CI/CD aws.amazon.com Post date August 29, 2023 No Comments on MLOps for batch inference with model monitoring and retraining using Amazon SageMaker, HashiCorp Terraform, and GitLab CI/CD External Tags Advanced (300), Amazon EventBridge, Amazon SageMaker, artificial-intelligence, AWS Lambda, Technical How-to
Machine learning with decentralized training data using federated learning on Amazon SageMaker aws.amazon.com Post date August 22, 2023 No Comments on Machine learning with decentralized training data using federated learning on Amazon SageMaker External Tags Advanced (300), Amazon SageMaker, Technical How-to
Apply fine-grained data access controls with AWS Lake Formation in Amazon SageMaker Data Wrangler aws.amazon.com Post date August 21, 2023 No Comments on Apply fine-grained data access controls with AWS Lake Formation in Amazon SageMaker Data Wrangler External Tags Amazon EMR, Amazon SageMaker, Amazon SageMaker Data Wrangler, artificial-intelligence, AWS Lake Formation, Technical How-to
Build ML features at scale with Amazon SageMaker Feature Store using data from Amazon Redshift aws.amazon.com Post date August 17, 2023 No Comments on Build ML features at scale with Amazon SageMaker Feature Store using data from Amazon Redshift External Tags Advanced (300), AI/ML, Amazon Redshift, Amazon SageMaker, Amazon SageMaker Studio, Technical How-to
Train self-supervised vision transformers on overhead imagery with Amazon SageMaker aws.amazon.com Post date August 16, 2023 No Comments on Train self-supervised vision transformers on overhead imagery with Amazon SageMaker External Tags Amazon Machine Learning, Amazon SageMaker, Customer Solutions, generative-ai, Technical How-to
Zero-shot and few-shot prompting for the BloomZ 176B foundation model with the simplified Amazon SageMaker JumpStart SDK aws.amazon.com Post date August 14, 2023 No Comments on Zero-shot and few-shot prompting for the BloomZ 176B foundation model with the simplified Amazon SageMaker JumpStart SDK External Tags Advanced (300), Amazon SageMaker JumpStart, generative-ai, Technical How-to
Zero-shot text classification with Amazon SageMaker JumpStart aws.amazon.com Post date August 11, 2023 No Comments on Zero-shot text classification with Amazon SageMaker JumpStart External Tags Amazon SageMaker, Amazon SageMaker JumpStart, Expert (400), hugging face, Natural Language Processing, sagemaker, Technical How-to, text-classification, Zero-Shot Learning
Build a centralized monitoring and reporting solution for Amazon SageMaker using Amazon CloudWatch aws.amazon.com Post date August 10, 2023 No Comments on Build a centralized monitoring and reporting solution for Amazon SageMaker using Amazon CloudWatch External Tags Advanced (300), Amazon CloudWatch, Amazon SageMaker, artificial-intelligence, Technical How-to
Generate creative advertising using generative AI deployed on Amazon SageMaker aws.amazon.com Post date August 9, 2023 No Comments on Generate creative advertising using generative AI deployed on Amazon SageMaker External Tags AI/ML, Amazon SageMaker, artificial-intelligence, generative-ai, Intermediate (200), machine-learning, Stable Diffusion, Technical How-to
Host the Spark UI on Amazon SageMaker Studio aws.amazon.com Post date August 8, 2023 No Comments on Host the Spark UI on Amazon SageMaker Studio External Tags Advanced (300), Amazon SageMaker, Amazon SageMaker Studio, best-practices, Technical How-to
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