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amazon-sagemaker-mlops-workshop

Machine Learning Ops Workshop with SageMaker: lab guides and materials.

ansible-examples

A few starter examples of ansible playbooks, to show features and how they work together. See http://galaxy.ansible.com for example roles from the Ansible community for deploying many popular applications.

automating-vpc-with-terraform-and-jenkins

Understanding and Automating Your VPC with Terraform and Jenkins by Pablo Galeana Bailey.

aws-ml-data-lake-workshop

As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges is getting visibility into their data for feature engineering and data format conversions for using AWS SageMaker. In this workshop, we demonstrate best practices and build data pipelines for training data using Amazon Kinesis Data Firehose, AWS Glue, and Amazon SageMaker, and then we use Amazon SageMaker for inference.

aws-research-workshops

This repo provides a managed SageMaker jupyter notebook with a number of notebooks for hands on workshops in data lakes, AI/ML, Batch, IoT, and Genomics.

bash-my-aws

CLI commands for AWS

cloudformation

Collection of cloudformation templates

database-templates

Templates for provisioning databases at major Cloud Providers

devops-ct-simplilearn

gitops-certification-examples

Examples for the GitOps certification

k8s

Kubernetes and Kubectl notes and examples

quickstart-datalake-47lining

AWS Quick Start Team

serverless-by-matrix

Infrastructure as code (IaC) with AWS Serverless Framework.

serverless-static-hosting-with-basic-auth

Serverless boilerplate for Static website hosting with Basic authentication