awslabs / amazon-sagemaker-mlops-workshop
Machine Learning Ops Workshop with SageMaker: lab guides and materials.
☆329Updated 3 years ago
Alternatives and similar repositories for amazon-sagemaker-mlops-workshop:
Users that are interested in amazon-sagemaker-mlops-workshop are comparing it to the libraries listed below
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆310Updated last year
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated last year
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- The open source version of the Amazon SageMaker docs☆251Updated last year
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆176Updated last week
- ☆221Updated 7 months ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆133Updated 2 weeks ago
- Materials for a 2-day instructor led course on applying machine learning☆201Updated 3 years ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆142Updated last year
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆151Updated 3 months ago
- This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airf…☆136Updated 3 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆270Updated last month
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆202Updated last month
- Learn Amazon SageMaker☆105Updated 2 years ago
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆389Updated 3 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆291Updated last year
- A curated list of references for Amazon SageMaker☆164Updated last year
- ☆133Updated 10 months ago
- Amazon SageMaker Local Mode Examples☆253Updated last month
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆506Updated last month
- ☆145Updated 2 years ago
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolk…☆186Updated 4 years ago
- SageMaker specific extensions to TensorFlow.☆54Updated 7 months ago
- MLOps workshop with Amazon SageMaker☆97Updated 6 months ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆426Updated 11 months ago
- ☆287Updated 4 months ago
- Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆401Updated last year
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆69Updated 9 months ago
- AWS Certified Machine Learning - Specialty (MLS-C01)☆164Updated last year