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Amazon AWS

Getting Started

Architecture

VPC

Compute

Storage

Research (Services/Applications)

General Information

Machine Learning on AWS

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

Research Computing

SageMaker

AI Services

Videos

Tutorials

HPC on AWS

Learn 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 cloud HPC clusters.

General Information

Workshops

Blogs

Videos

Tutorials

HT Condor

Slurm

Container Services

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