Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS
☆169Jul 20, 2019Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MLOps on Amazon EKS☆124Updated this week
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆100Dec 30, 2020Updated 5 years ago
- Deep learning benchmark utility and optimization tips on EKS.☆47Aug 13, 2019Updated 6 years ago
- ☆15Aug 19, 2016Updated 9 years ago
- A project template for developing BYOD docker images for use in Amazon SageMaker.☆19Jan 15, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Materials for a 2-day instructor led course on applying machine learning☆199Apr 21, 2021Updated 4 years ago
- AWS API Gateway as K8S mutating webhook to modify in K8S Pod automatically☆26Apr 22, 2022Updated 3 years ago
- Hudi Demo Notebook☆11Mar 5, 2024Updated 2 years ago
- Show distributed debugging in Kubernetes and Serverless applications using AWS X-Ray☆17Jan 9, 2020Updated 6 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆105Oct 13, 2022Updated 3 years ago
- Terraform script for launching multiple EMR clusters for training purposes.☆16Oct 30, 2025Updated 5 months ago
- A lab focused on deploying streaming applications on top of Strimzi☆23Mar 25, 2021Updated 5 years ago
- Amazon SageMaker operator for Kubernetes☆149Jul 19, 2023Updated 2 years ago
- Machine Learning Inference Graph Spec☆21Jul 27, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆22Jul 14, 2020Updated 5 years ago
- AWS Workshop for Learning EKS☆823Apr 4, 2026Updated last week
- Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing …☆144Jul 19, 2024Updated last year
- Sample Apache Flink application that can be deployed to Kinesis Analytics for Java. It reads taxi events from a Kinesis data stream, proc…☆86Aug 30, 2023Updated 2 years ago
- ☆22Sep 20, 2016Updated 9 years ago
- CloudFormation templates and Python scripts showing how to use Boto3 libraries to sync Version control with Service Catalog.☆51Jan 14, 2020Updated 6 years ago
- Networking plugin repository for pod networking in Kubernetes using Elastic Network Interfaces on AWS☆2,431Updated this week
- ☆13May 22, 2023Updated 2 years ago
- ☆21Aug 13, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- 🎱 A demonstration of existing machine learning toolkits on Kubernetes☆56Mar 11, 2019Updated 7 years ago
- Sample code for "Empowering developers in highly compliant environments" workshop☆18Oct 16, 2018Updated 7 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆326Jul 20, 2023Updated 2 years ago
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆333Apr 15, 2021Updated 4 years ago
- Using Mahjong to spin up the best solutions on AWS with few lines of yaml.☆12Jan 6, 2023Updated 3 years ago
- An simple application with an HTTP server & SQLite database.☆16May 30, 2021Updated 4 years ago
- Bring your own data Labs: Build a serverless data pipeline based on your own data☆44May 22, 2023Updated 2 years ago
- ☆24May 3, 2024Updated last year
- Performance optimization for Spark running on Kubernetes☆87Aug 18, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- AWS Workshop tutorial for building applications with Amazon AI Services☆33Mar 27, 2022Updated 4 years ago
- This library holds a collection of Notebooks and code examples for AWS AI Bootcamps.☆114Aug 27, 2018Updated 7 years ago
- This workshop walks you through creating a smart image cropping rekognition powered twitter bot.☆57Mar 2, 2023Updated 3 years ago
- Custom Scheduler to deploy ML models to TRTIS for GPU Sharing☆11Apr 1, 2020Updated 6 years ago
- Collection of tools and code examples to demonstrate best practices in using Amazon EC2 Spot Instances.☆978Jan 21, 2026Updated 2 months ago
- AWS CloudFormation and CDK Construct Library for IAM Roles for EKS Service Accounts☆18May 11, 2024Updated last year
- Amazon ECS Fargate workshop for developers, operators, and data engineers☆22Jun 6, 2020Updated 5 years ago