awslabs / amazon-sagemaker-mlops-workshopLinks
Machine Learning Ops Workshop with SageMaker: lab guides and materials.
☆332Updated 4 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
Sorting:
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆325Updated 2 years ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆170Updated 2 years ago
- Materials for a 2-day instructor led course on applying machine learning☆200Updated 4 years ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆182Updated 2 months ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆105Updated 3 years ago
- The open source version of the Amazon SageMaker docs☆252Updated 2 years ago
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆389Updated 4 years ago
- ☆138Updated last year
- This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize develope…☆231Updated last month
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Updated 6 months ago
- Amazon SageMaker Local Mode Examples☆262Updated 7 months ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆429Updated last year
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆270Updated 6 months ago
- ☆317Updated last week
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolk…☆187Updated 5 years ago
- ☆144Updated 2 years ago
- MLOps workshop with Amazon SageMaker☆112Updated 8 months ago
- This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airf…☆138Updated 4 years ago
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆525Updated 3 months ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated 2 years ago
- Learn Amazon SageMaker☆105Updated last week
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆292Updated 8 months ago
- Build, train & debug, and deploy & monitor with Amazon SageMaker☆120Updated 3 years ago
- Amazon SageMaker Solution for explaining credit decisions.☆98Updated 2 years ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆145Updated 2 years ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆143Updated last week
- A curated list of references for Amazon SageMaker☆175Updated last year
- ☆153Updated 2 years ago
- This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.☆47Updated 4 years ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆154Updated last month