AWS (Amazon Web Services)

Links and Resources:

• AWS Management Console

• AWS Free Tier

• AWS Tools

  • Explore Python on AWS

  • AWS Toolkit for Visual Studio Code

• AWS Documentation

  • CLI

    • Command Reference

  • EC2

  • General reference

    • AWS service endpoints

  • SageMaker

    • Amazon SageMaker Python SDK

  • AWS Code Sample Catalog

    • Code Samples for Python

• AWS SDK

  • AWS SDK for Python (Boto3)

    • documentation

    • source code reference

• AWS Marketplace

  • AWS Deep Learning Base AMI (Ubuntu 18.04)

• GitHub

  • aws / amazon-sagemaker-examples

  • aws / sagemaker-tensorflow-serving-container

• Conda packages

  • botocore

  • boto3

  • sagemaker-tensorflow-container

  • sagemaker-tensorflow-serving-container

Services

Service	Name	Description
EBS	Elastic Block Store	block-level storage that can be attached to instances running on EC2 and used like hard drives
EC2	Elastic Cloud Compute	virtual servers
ECR	Elastic Container Registry	repositories for Docker containers
ECS	Elastic Container Services	deploy, manage and scale Docker containers
EKS	Elastic Kubernetes Service	container orchestration
IAM	Identity and Access Management	permissions and access policies
KMS	Key Management Service	encryption keys
S3	Simple Storage Service	scalable storage for internet services
SageMaker		managed machine learning services
VPC	Virtual Private Cloud	logically isolated virtual networks