aws-samples/sagemaker-ssh-helper

A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)

Language: Python - Size: 8.21 MB - Last synced at: about 4 hours ago - Pushed at: 3 months ago - Stars: 246 - Forks: 34

aws-samples/sagemaker-studio-custom-image-samples

This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio

Size: 51.8 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 111 - Forks: 88

aws-samples/amazon-sagemaker-mlops-workshop

MLOps workshop with Amazon SageMaker

Language: Jupyter Notebook - Size: 5.16 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 98 - Forks: 28

liangyimingcom/Use-SageMaker_XGBoost-convert-Time-Series-into-Supervised-Learning-for-predictive-maintenance

使用SageMaker+XGBoost，将时间序列转换为监督学习，完成预测性维护的实践

Language: Jupyter Notebook - Size: 2.11 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 56 - Forks: 16

aws-samples/sagemaker-studio-image-build-cli

CLI for building Docker images in SageMaker Studio using AWS CodeBuild.

Language: Python - Size: 46.9 KB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 55 - Forks: 27

aws-samples/amazon-sagemaker-codeserver

Hosting code-server on Amazon SageMaker

Language: Shell - Size: 2.35 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 13

clarityai-eng/sagemaker-studio-for-teams

Tools and IAC to setup SageMaker Studio for team collaboration.

Language: Python - Size: 118 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 29 - Forks: 0

aws-samples/sagemaker-studio-mlflow-integration

Language: Jupyter Notebook - Size: 8.26 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 28 - Forks: 5

aws-samples/sagemaker-studio-docker-cli-extension

SageMaker Studio Docker CLI Extension

Language: Python - Size: 93.8 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 7

aws-samples/amazon-sagemaker-experiments-dvc-demo

SageMaker Experiments and DVC

Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 2

aws-samples/sagemaker-studio-docker-ui-extension

Sagemaker Studio Docker UI Extension

Language: Python - Size: 513 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 2

aws-samples/amazon-fraud-detector-end-to-end

Sample datasets and code for operationalizing Amazon Fraud Detector using SageMaker DataWrangler, Feature Store, and Pipelines.

Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 6

aws-samples/fine-tune-embedding-models-on-sagemaker

This repository contains samples for fine-tuning embedding models using Amazon SageMaker. Embedding models are useful for tasks such as semantic similarity, text clustering, and information retrieval. Fine-tuning these models on your specific domain data can greatly improve their performance.

Language: Jupyter Notebook - Size: 41 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 9 - Forks: 0

synabreu/awskrusergroup

AWS SageMaker를 이용한 MLOps와 LLMOps

Language: Jupyter Notebook - Size: 47.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 1

aws-samples/amazon-sagemaker-data-wrangler-hospital-readmission-prediction

This is an example to demonstrate Amazon SageMaker Data Wrangler capabilities. The workshop showcases entire ML workflow steps for Diabetic Patient Readmission Dataset from UCI.

Language: Jupyter Notebook - Size: 24.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 7

aws-samples/multi-modal-examples-for-amazon-sagemaker

A workshop for collections of multi-modal LLM examples, samples, reference architecture and demos on Amazon SageMaker.

Language: Jupyter Notebook - Size: 33.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 2

aws-samples/amazon-sagemaker-llama2-prompting-best-practices

Best practices for prompting for Meta's Llama2 Large Language Model using Amazon Sagemaker

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aws-samples/amazon-sagemaker-studio-secure-sso

This solution provides a way to deploy SageMaker Studio in a private and secure environment. The solution integrates with a Custom SAML 2.0 Application as the mechanism to trigger the authentication to Amazon SageMaker Studio with the ability to limit the authorization to specific network environments.

Language: JavaScript - Size: 1.44 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

ChaitanyaC22/Udacity-AWS-MLE-ND-Project2-Build-a-ML-Workflow-For-Scones-Unlimited-On-Amazon-SageMaker

The primary objective of this project was to build and deploy an image classification model for Scones Unlimited, a scone-delivery-focused logistic company, using AWS SageMaker.

Language: HTML - Size: 1.07 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

aws-samples/amazon-sagemaker-workshop-for-huggingface

Workshop for running HuggingFace Models on Amazon SageMaker.

Language: Jupyter Notebook - Size: 2.42 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 6

aws-samples/amazon-sagemaker-training-jobs-with-snowflake-and-snowpark

Amazon SageMaker training jobs using Snowpark Python API

Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

aws-samples/amazon-sagemaker-reusable-components

This solution shows how to deliver reusable and self-contained custom components to Amazon SageMaker environment using AWS Service Catalog, AWS CloudFormation, SageMaker Projects and SageMaker Pipelines.

Language: Jupyter Notebook - Size: 8.68 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 5

komminarlabs/terraform-aws-sagemaker-studio

Terraform module to create and manage a SageMaker studio

Language: HCL - Size: 22.5 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

teticio/ec2-slackbot

Slack app to spin up / down EC2 instances and optionally mount SageMaker Studio EFS and EBS volumes.

Language: Python - Size: 244 KB - Last synced at: 29 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

ksmin23/semantic-vector-search-with-sagemaker-pgvector

A search application using Aurora Postgresql and pgvector for an online retail store product catalog

Language: Jupyter Notebook - Size: 872 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

jacobeturpin/sagemaker-studio-efs-migration

A Python-based library for automating the migration of EFS storage from one SageMaker Studio domain to another using AWS DataSync

Language: Python - Size: 6.84 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

john-hawkins/amazon-sagemaker-kernels

A small collection of custom kernels for running Sagemaker Notebooks an Training Jobs

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

PranavDarshan/ML-Workflow-Scones-Unlimited

ML Workflow for a company called Scones Unlimited. Image classification model that can automatically detect which kind of vehicle delivery drivers have, in order to route them to the correct loading bay and orders.

Language: Jupyter Notebook - Size: 541 KB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

dhanushpittala11/HuggingFaceModelDeployment_AWS_Sagemaker

This project is about deploying HuggingFace model(distilbert-base-uncased-distilled-squad) on AWS sagemaker for the task of question Answering. The model is configured ,IAM role is created for permissions to create endpoint and the model is deployed to Sagemaker Inference.

Language: Jupyter Notebook - Size: 971 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

GLGL0x00/skin_cancer_detection

A machine learning project that predicts skin cancer risk by analyzing lesion images and patient metadata. The system combines image and structured data processing to enhance diagnostic accuracy.

Language: Jupyter Notebook - Size: 1.08 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

aws-samples/data-governance-w-temp-credentials-vending

Data governance through AWS LakeFormation credentials vending API

Language: Jupyter Notebook - Size: 395 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

brian-kipkoech-tanui/timeseriesanalysisonSagemaker

Time Series Analysis on Sagemaker

Language: Jupyter Notebook - Size: 2.41 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GauravG-20/Udacity-AWS-MLE-ND-Project2-Build-a-ML-Workflow-For-Scones-Unlimited-On-Amazon-SageMaker

The primary objective of this project was to build and deploy an image classification model for Scones Unlimited, a scone-delivery-focused logistic company, using AWS SageMaker.

Language: HTML - Size: 1.11 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ThuraTunScibotics/Predict-Bike-Sharing-Demand-with-AutoGluon

Training different models for Predicting Bike Sharing Demand by using AutoGluon's TabularPredictor.fit() on AWS SageMaker Studio

Language: HTML - Size: 3.17 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

brian-kipkoech-tanui/sagemaker-ML-workflow

Image Classifiers are used in the field of computer vision to identify the content of an image and it is used across a broad variety of industries, from advanced technologies like autonomous vehicles and augmented reality, to eCommerce platforms, and even in diagnostic medicine.

Language: HTML - Size: 978 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

gokul-pv/AWS-SageMaker

A repo for creating Sagemaker jobs

Language: Jupyter Notebook - Size: 542 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ZulyVargas/AREP-PROY2022-1

Proyecto final de la asignatura de Arquitecturas Empresariales.

Language: Jupyter Notebook - Size: 43.3 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0