Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
COMMITS
February 24, 2026
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Upgrade sm-mlflow_pipeline.ipynb to sagemaker v3 (#4873)
pdifranc committed
February 2, 2026
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SageMaker AI models and MLflow for agent evaluation with Strands Agents SDK (#4871)
dhegde-aws committed
December 12, 2025
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Fix syntax of notebooks (#4868)
aviruthen committed
November 26, 2025
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Pin sagemaker version to V2 (#4866)
aviruthen committed
September 3, 2025
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remove * principal (#4859)
sage-maker committed
August 1, 2025
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July 31, 2025
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added AWS Batch and SM notebook examples (#4856)
monamo committed
July 30, 2025
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Delete build_and_train_models directory (#4853)
Gokul Anantha Narayanan committed
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Adding example notebooks for AWS Batch for SageMaker Training jobs. (#4852)
David Lindskog committed
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Create README.md (#4850)
monamo committed
July 22, 2025
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delete: remove archived notebooks with old s3 ref (#4849)
parknate@ committed
July 3, 2025
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Delete HuggingFace-Async-Inference-Walkthrough.ipynb (#4847)
Gokul Anantha Narayanan committed
March 20, 2025
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Update CONTRIBUTING.md
jzhaoqwa committed
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Added code block to describe update_endpoint option in sagemaker model_builder (#4834)
rsareddy0329 committed
March 13, 2025
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Update Torch and TorchVision to more secure versions (#4830)
Gokul Anantha Narayanan committed
March 11, 2025
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Example notebook for importing llama3 into jumpstart private hub (#4828)
Niris Okram committed
March 4, 2025
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introductory sm core blog fixes (#4825)
Vikesh committed
February 19, 2025
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February 13, 2025
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chore: update dependency versions like transformers and torch (#4822)
Bikash Shrestha committed
February 12, 2025
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feat: sam2.1 video segmentation example notebook (#4819)
Sharon Yu committed
February 1, 2025
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Add DeepSeek Example for ModelTrainer (#4813)
Erick Benitez-Ramos committed
January 31, 2025
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feat: add cross-account runbook + actions (#4802)
Stephen Via committed
January 29, 2025
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Append the default_bucket_prefix to s3 paths if one exists to sample notebooks (#4811)
Marco Friaz committed
January 21, 2025
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-Old code had some deprecated code. Updated the (#4809)
himallik committed
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Fix S3 uri (#4810)
Erick Benitez-Ramos committed
December 13, 2024
December 9, 2024
December 4, 2024
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Fix recipe name (#4793)
Erick Benitez-Ramos committed
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Add ModelTrainer & ModelBuilder example notebooks (#4792)
Erick Benitez-Ramos committed