Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
☆11,001Oct 14, 2026Updated 3 weeks ago
Alternatives and similar repositories for amazon-sagemaker-examples
Users that are interested in amazon-sagemaker-examples are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A library for training and deploying machine learning models on Amazon SageMaker☆2,270Updated this week
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆531Oct 23, 2026Updated last week
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,439Jul 31, 2024Updated 2 years ago
- One stop shop for running AI/ML on AWS.☆1,200Updated this week
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆388Jan 14, 2026Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆413Nov 20, 2023Updated 2 years ago
- A Spark library for Amazon SageMaker.☆301Aug 6, 2026Updated 2 months ago
- pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoD…☆4,122Updated this week
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆424Apr 2, 2024Updated 2 years ago
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆269Jun 4, 2025Updated last year
- The open source version of the Amazon SageMaker docs☆250Jun 15, 2023Updated 3 years ago
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolk…☆187Jun 22, 2020Updated 6 years ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆28,647Updated this week
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆21,067Updated this week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A curated list of references for MLOps☆14,258Nov 21, 2024Updated last year
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆334Apr 15, 2021Updated 5 years ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆188Aug 11, 2026Updated 2 months ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆334Jul 20, 2023Updated 3 years ago
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆202Aug 25, 2025Updated last year
- Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.☆367Jul 19, 2022Updated 4 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆300Apr 15, 2025Updated last year
- A game theoretic approach to explain the output of any machine learning model.☆25,846Updated this week
- Build, Manage and Deploy AI/ML Systems☆10,336Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code and associated files for the deploying ML models within AWS SageMaker☆479Dec 15, 2023Updated 2 years ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆30,787Jul 18, 2024Updated 2 years ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆169Dec 20, 2023Updated 2 years ago
- This is a workshop designed for Amazon Bedrock a foundational model service.☆2,221Updated this week
- DeepRacer workshop content. This Guidance demonstrates how software developers can use an Amazon SageMaker Notebook instance to directly …☆1,248Oct 21, 2024Updated 2 years ago
- ☆336Aug 25, 2026Updated 2 months ago
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆168,491Updated this week
- The fastai deep learning library☆28,255Sep 21, 2026Updated last month
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆144Oct 9, 2026Updated 3 weeks ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆172Sep 13, 2023Updated 3 years ago
- Materials for a 2-day instructor led course on applying machine learning☆198Apr 21, 2021Updated 5 years ago
- Notebooks and examples on how to onboard and use various features of Amazon Forecast.☆527Apr 13, 2023Updated 3 years ago
- 🦉 Data Versioning and ML Experiments☆15,956Updated this week
- Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S…☆164Jan 15, 2020Updated 6 years ago
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆44,193Updated this week
- This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize develope…☆240Apr 21, 2026Updated 6 months ago