apac-ml-tfc / sagemaker-workshop-101Links
Hands-on demonstrations for data scientists exploring SageMaker
☆45Updated 3 years ago
Alternatives and similar repositories for sagemaker-workshop-101
Users that are interested in sagemaker-workshop-101 are comparing it to the libraries listed below
Sorting:
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Updated 7 months ago
- Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.☆100Updated last year
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆45Updated 4 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆105Updated 3 years ago
- ☆138Updated last year
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆64Updated 2 years ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆154Updated last week
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆327Updated 2 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆152Updated last month
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆332Updated 4 years ago
- SageMaker custom deployments made easy☆63Updated 9 months ago
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆172Updated 2 years ago
- Learn Amazon SageMaker☆105Updated last month
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆170Updated 2 years ago
- ☆144Updated 2 years ago
- End to end Machine Learning with Amazon SageMaker☆42Updated last year
- Amazon SageMaker Solution for explaining credit decisions.☆98Updated 2 years ago
- Scale complete ML development with Amazon SageMaker Studio☆187Updated last year
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆144Updated last week
- Materials for a 2-day instructor led course on applying machine learning☆200Updated 4 years 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
- This sample show you how to train BERT on Amazon Sagemaker using Spot instances☆31Updated 2 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated 2 years ago
- Post-process Amazon Textract results with Hugging Face transformer models for document understanding☆102Updated last year
- The open source version of the Amazon SageMaker docs☆253Updated 2 years ago
- Amazon SageMaker Local Mode Examples☆263Updated 8 months ago
- This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.☆47Updated 4 years ago
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆74Updated 2 years ago
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆99Updated 5 years ago
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio☆134Updated 2 years ago