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batch_transform-trigger_a_batch_transform_job_with_sagemaker_pipelines
batch_transform-trigger_a_batch_transform_job_with_sagemaker_pipelines
 
 
batch_transform_associate_predictions_with_input_bring_your_own_model
batch_transform_associate_predictions_with_input_bring_your_own_model
 
 
blazingtext_text_classification_hpo_dbpedia
blazingtext_text_classification_hpo_dbpedia
 
 
boto3_scikit_retrain_model_and_deploy_to_existing_endpoint_model_registry
boto3_scikit_retrain_model_and_deploy_to_existing_endpoint_model_registry
 
 
feature_store_basic_example
feature_store_basic_example
 
 
feature_store_vectors_example
feature_store_vectors_example
 
 
huggingface-serverless-inference
huggingface-serverless-inference
 
 
jumpstart_semantic_segmentation_simple_oxford_pet_dataset
jumpstart_semantic_segmentation_simple_oxford_pet_dataset
 
 
pytorch_deploy_pretrained_bert_model_sagemaker_endpoint
pytorch_deploy_pretrained_bert_model_sagemaker_endpoint
 
 
pytorch_tensorboard_cifar10
pytorch_tensorboard_cifar10
 
 
sagemaker-hpo-county-census-clustering
sagemaker-hpo-county-census-clustering
 
 
sagemaker_hello_world
sagemaker_hello_world
 
 
sagemaker_pytorch_binary_segmentation_intro
sagemaker_pytorch_binary_segmentation_intro
 
 
sagemaker_pytorch_lightning_tensorboard_binary_segmentation
sagemaker_pytorch_lightning_tensorboard_binary_segmentation
 
 
scikit_bring_your_own_autoscaling
scikit_bring_your_own_autoscaling
 
 
scikit_learn_boto3_retrain_deploy_existing_endpoint
scikit_learn_boto3_retrain_deploy_existing_endpoint
 
 
scikit_learn_bring_your_own_model
scikit_learn_bring_your_own_model
 
 
scikit_learn_distributed_data_processing_and_model_evaluation
scikit_learn_distributed_data_processing_and_model_evaluation
 
 
scikit_learn_model_registry_batch_transform
scikit_learn_model_registry_batch_transform
 
 
scikit_learn_script_mode_no_model_artifact
scikit_learn_script_mode_no_model_artifact
 
 
sklearn_train_using_manifest_file
sklearn_train_using_manifest_file
 
 
sklearn_train_using_sagemaker_managed_warm_pools
sklearn_train_using_sagemaker_managed_warm_pools
 
 
tensorflow_deploy_model_using_boto3
tensorflow_deploy_model_using_boto3
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 

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Eitan's Amazon SageMaker Examples

This repository contains my example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

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Amazon SageMaker Examples

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python docker aws machine-learning amazon examples machine-learning-algorithms lightgbm notebooks catboost sagemaker amazon-sagemaker notebook-jupyter lightgbm-regressor catboost-algorithm eitans-sagemaker

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