apac-ml-tfc / sagemaker-workshop-101Links
Hands-on demonstrations for data scientists exploring SageMaker
☆45Updated 2 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 3 months ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 4 years ago
- Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.☆100Updated last year
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆147Updated 4 months ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆321Updated 2 years ago
- ☆136Updated last year
- This sample show you how to train BERT on Amazon Sagemaker using Spot instances☆31Updated last year
- Learn Amazon SageMaker☆106Updated 2 weeks ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆106Updated 2 years ago
- SageMaker custom deployments made easy☆61Updated 5 months ago
- Deploy your pretrained model on AWS SageMaker☆36Updated 7 years ago
- Scale complete ML development with Amazon SageMaker Studio☆182Updated 10 months ago
- Amazon SageMaker Solution for explaining credit decisions.☆97Updated 2 years ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆62Updated last year
- Train and deploy models using TensorFlow 2 with the Object Detection API on Amazon SageMaker☆46Updated last year
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆153Updated last week
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆330Updated 4 years ago
- Post-process Amazon Textract results with Hugging Face transformer models for document understanding☆99Updated 9 months ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- ☆145Updated 2 years ago
- Amazon SageMaker Local Mode Examples☆260Updated 4 months ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆139Updated last week
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated last year
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆172Updated 2 years ago
- Build Train and Deploy your own custom container using AWS StepFunctions Data Science SDK☆23Updated 5 years ago
- ☆96Updated 4 years ago
- ☆230Updated last year
- The open source version of the Amazon SageMaker docs☆251Updated 2 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
- Open innovation with 60 minute cloud experiments on AWS☆88Updated last year