Skip to content

A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources for Academic Researchers new to AWS

Notifications You must be signed in to change notification settings

randyridgley/awesome-aws-research

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

12 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Awesome AWS Research Awesome

A curated list of awesome AWS workshops, open source repos, guides, blogs, and other resources aimed at research on AWS.

To find out more about how AWS is working with Academic Researchers in collaboration with National Science Foundation (NSF) and National Institutes of Health (NIH) in the field of Computer, Biomedical, Engineering and Information Science. AWS Research Initiatives

Along with the collaboration above AWS provides Cloud Credits for Research

Contents

Getting Started

Learn all about core services available for compute, storage, networking, and how to control cost in this section with services like Elastic Cloud Compute (EC2), Simple Storage Service (S3), networking fundementals with Transit Gateway, and cost control with AWS Budgets and CloudWatch Alerts.

Guides

Tutorials

Services

Whitepapers

Workshops

Videos

HPC

IN this section you will learn all about HPC services offered in AWS like cloud native scheduling with AWS Batch, using traditional job schedulers like Slurm with AWS ParallelCluster, and features like Elastic Fabric Adapter (EFA) to scale Message Passing Interface (MPI) and Machine Learning (ML) jobs in your cloud HPC clusters.

General Information

Workshops

Blogs

Videos

Tutorials

HPC Bursting

HT Condor
Slurm

Machine Learning

Learn about end-to-end Machine Learning resources in AWS like Amazon SageMaker, leverage AI Services like Amazon Comprehend for sentiment analysis, Amazon Transcribe for speech to text, or Translate to provide language translation without needing the knowledge of building ML models.

General Information

Workshops

Blogs

SageMaker

AI Services

Videos

Tutorials

Containers

AWS has a number of container offerings like Elastic Container Service (ECS) or Elastic Kubernetes Service (EKS). Learn about how to use managed Kubernetes for Machine Learning, Analytics, and HPC workloads.

General Information

Workshops

Blogs

Videos

Tutorials

Security

Security at AWS is job zero and here you can learn all about the available services for security and how to implement workloads minimizing blast radius, integrating identity, and protecting your storage workloads at rest and in transit with service like Key Management Service (KMS), Identity and Access Management (IAM), and AWS GuardDuty for threat detection.

General Information

Workshops

Blogs

Videos

Tutorials

Robotics

AWS RoboMaker, it is easy to enable a robot to stream data, navigate, communicate, comprehend, and learn. Tasks that once could either not be done or took months can now be done in hours or days. RoboMaker provides an IDE, simulation service, fleet management capabilities, and seamless integration with various Amazon and AWS services to empower customers to innovate and provide best-of-class robotic solutions.

Workshops

Blogs

Videos

Management & Governance

Enable, Provision, and Operate at scale by using AWS Control Tower for your account management solution. Utilize AWS CLoudFormation or the Cloud Development Kit (CDK) to provision resources in your accounts providing the ability to not only reproduce your research but the environment it ran in as well.

General Information

Workshops

Blogs

Videos

Genomics

General Information

Workshops

Blogs

Videos

Tutorials

Contribute

Contributions welcome! Read the contribution guidelines first.

License

CC0

To the extent possible under law, Randy Ridgley has waived all copyright and related or neighboring rights to this work.

Releases

No releases published

Packages

No packages published