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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amazon-sagemaker-from-idea-to-production

awesome-mlops

A curated list of references for MLOps

aws-deployment-framework

The AWS Deployment Framework (ADF) is an extensive and flexible framework to manage and deploy resources across multiple AWS accounts and regions based on AWS Organizations.

ccoms

CCOMS Project covers all scenarios of DevOps Tools [Cloud Comp Organization Management System]

computer-vision-advanced

devops-deployment

This sprint describes strategies to deploying web and other software, plus a lesson in using GCP to build continuous deployment.

devops_microservicesforml

Supporting material and projects for a course on Cloud DevOps: Microservices.

devsecops

Ultimate DevSecOps library

ecs-refarch-continuous-deployment

ECS Reference Architecture for creating a flexible and scalable deployment pipeline to Amazon ECS using AWS CodePipeline

environment

A production like environment for developers, devops, qa, secops, sysadmin, ops and SREs to test applications in production scenario.

interview-prepartion-data-science

java_multistage_dockerfile

Hello world Java application

kubeflow-manifests

KubeFlow on AWS

machine-learning-in-90-days

mlops-e2e

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

oh-my-troubleshoot

Curated list of troubleshooting

pyspark-with-python

pythonsecuritypipeline

DevSecOps pipeline for Python based project using Jenkins, Ansible, AWS, and open-source security tools and checks.

sagemaker-custom-project-templates

self-driving-car

The Udacity open source self-driving car project

system-design-notebook

Learn System Design step by step

training

Container, Monitoring & Logging, Cloud & DevOps Tutorials and Labs