aws-samples / machine-learning-using-k8sLinks
Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS
☆169Updated 6 years ago
Alternatives and similar repositories for machine-learning-using-k8s
Users that are interested in machine-learning-using-k8s are comparing it to the libraries listed below
Sorting:
- Amazon SageMaker operator for Kubernetes☆150Updated 2 years ago
- Deep learning benchmark utility and optimization tips on EKS.☆48Updated 6 years ago
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆99Updated 4 years ago
- MLOps on Amazon EKS☆115Updated this week
- This is the documentation for AWS Deep Learning AMIs: your one-stop shop for deep learning in the cloud☆45Updated 2 years ago
- Material for re:Invent 2017 - CMP316 - Workshop: Hedge Your Own Funds: Run Monte Carlo Simulations on Amazon EC2 Spot Fleets☆43Updated 5 years ago
- An example project to deploy MXNet inference API with Docker on Amazon ECS. Uses CodePipeline and CodeBuild to build the image to deploy …☆49Updated 5 years ago
- Code accompanying AWS re:Invent workshop DEV 303 showcasing how to get deep application insights using Amazon EKS with AWS X-Ray and Amaz…☆57Updated 4 years ago
- This tutorial is designed to help you better understand the performance characteristics of Amazon Elastic File System☆146Updated 5 months ago
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆270Updated 6 months ago
- The open source version of the Amazon EMR Management Guide. You can submit feedback & requests for changes by submitting issues in this r…☆62Updated 2 years ago
- Terraform module for creating GKE clusters to run Kubeflow☆215Updated 4 years ago
- Toolkit for running MXNet training scripts on SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.c…☆60Updated 10 months ago
- KubeFlow on AWS☆188Updated 2 months ago
- CSI Driver of Amazon FSx for Lustre https://aws.amazon.com/fsx/lustre/☆141Updated this week
- A Kubernetes controller for managing Amazon API Gateways☆113Updated 4 years ago
- Istio BookInfo sample with Kubernetes on AWS☆111Updated 6 years ago
- Materials for the "AI on Kubernetes" tutorial at O'Reilly AI SF 2018☆65Updated 7 years ago
- Sample Apache Flink application that can be deployed to Kinesis Analytics for Java. It reads taxi events from a Kinesis data stream, proc…☆86Updated 2 years ago
- Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S…☆165Updated 5 years ago
- Collection of workshops to demonstrate best practices in using Amazon EC2 Spot Instances. https://aws.amazon.com/ec2/spot/☆188Updated last year
- This workshop demonstrates two methods of machine learning inference for global production using AWS Lambda and Amazon SageMaker☆58Updated 5 years ago
- Reference architecture of Amazon EKS cloudformation templates and AWS CDK samples☆141Updated 3 years ago
- A self-paced workshop designed to allow you to get hands on with building a real-time data platform using serverless technologies such as…☆22Updated 7 years ago
- Material for re:Invent 2016 - CON314 - Workshop: Deploy a Deep Learning Framework on Amazon ECS and EC2 Spot Instances☆194Updated 6 years ago
- Amazon ECS Interstella Workshops CON209/318/319/407☆55Updated 5 years ago
- Natural language processing & computer vision models optimized for AWS☆142Updated 2 years ago
- Learn how to build an end-to-end streaming architecture to ingest, analyze, and visualize streaming data in near real-time☆34Updated 3 years ago
- A Data Platform built for AWS, powered by Kubernetes.☆147Updated 2 years ago
- Cloud native microservices app running with a service mesh (AWS App Mesh).☆68Updated 4 years ago