Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
☆10,896Feb 24, 2026Updated last month
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☆2,234Updated this week
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆535Jan 16, 2026Updated 2 months ago
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,432Jul 31, 2024Updated last year
- One stop shop for running AI/ML on AWS.☆1,147Updated this week
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆390Jan 14, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆412Nov 20, 2023Updated 2 years ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆427Apr 2, 2024Updated last year
- A Spark library for Amazon SageMaker.☆301Mar 8, 2025Updated last year
- pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoD…☆4,106Updated this week
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆271Jun 4, 2025Updated 9 months ago
- The open source version of the Amazon SageMaker docs☆253Jun 15, 2023Updated 2 years ago
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolk…☆188Jun 22, 2020Updated 5 years ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆183Updated this week
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆333Apr 15, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆24,874Updated this week
- A curated list of references for MLOps☆13,821Nov 21, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,277Updated this week
- Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.☆366Jul 19, 2022Updated 3 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆326Jul 20, 2023Updated 2 years ago
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆204Aug 25, 2025Updated 7 months ago
- Code and associated files for the deploying ML models within AWS SageMaker☆478Dec 15, 2023Updated 2 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆295Apr 15, 2025Updated 11 months 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- DeepRacer workshop content. This Guidance demonstrates how software developers can use an Amazon SageMaker Notebook instance to directly …☆1,248Oct 21, 2024Updated last year
- Build, Manage and Deploy AI/ML Systems☆9,973Updated this week
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,736Jul 18, 2024Updated last year
- A game theoretic approach to explain the output of any machine learning model.☆25,163Mar 12, 2026Updated 2 weeks ago
- Materials for a 2-day instructor led course on applying machine learning☆199Apr 21, 2021Updated 4 years ago
- ☆320Mar 6, 2026Updated 3 weeks ago
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆172Sep 13, 2023Updated 2 years ago
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆158,424Updated this week
- This is a workshop designed for Amazon Bedrock a foundational model service.☆2,113Mar 20, 2026Updated last 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.
- The fastai deep learning library☆27,923Feb 26, 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…☆144Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆41,877Updated this week
- 🦉 Data Versioning and ML Experiments☆15,458Mar 18, 2026Updated last week
- ☆138Mar 5, 2026Updated 3 weeks ago
- Always know what to expect from your data.☆11,280Updated this week
- Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!☆759Aug 24, 2024Updated last year