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awesome-aws-research
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources for Academic Researchers new to AWS
https://github.com/randyridgley/awesome-aws-research
Last synced: about 8 hours ago
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Getting Started
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Guides
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Tutorials
- Launch a Linux Virtual Machine
- Store and Retrieve a file
- Host Static Web Site
- Controlling Costs with Free tier and Budgets
- Set up HIPAA Reference Architecture on AWS
- FHIRWorks on AWS
- Service Workbench on AWS
- HITRUST on AWS
- Launch a Linux Virtual Machine
- Store and Retrieve a file
- Host Static Web Site
- Controlling Costs with Free tier and Budgets
- FHIRWorks on AWS
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Services
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Whitepapers
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Workshops
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Videos
- Amazon EC2 foundations
- AWS Outposts: Extend the AWS experience to on-premises environments
- Cost Optimization with Containers and Spot
- AWS networking fundamentals
- Monitoring the Earth without costing the world
- Get your data to AWS: How to choose and use data migration services
- Connectivity to AWS and hybrid AWS network architectures
- NIH uses the cloud to accelerate cures
- Accelerating Time to Science Using Cloud
- Enabling Research Using Cloud
- Enabling Research Using Cloud
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HPC
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General Information
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Workshops
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Blogs
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Videos
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HPC Bursting
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Tutorials
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Machine Learning
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General Information
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Workshops
- Distributed Training with SageMaker and Horovod
- Distributed Training with EKS and Horovod
- SpaceNet on SageMaker
- ETL Pipelines for SageMaker
- Document Understanding Solution
- AI-Powered Health Data Masking
- FHIR Integration with Amazon Comprehend Medical
- Everything DeepRacer
- Amazon SageMaker Heart Disease Prediction
- MLOps with Amazon SageMaker
- Object Detection from scratch with Amazon SageMaker
- Elastic Inference Object Detection with Amazon SageMaker
- Document Understanding Solution
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Blogs
- AWS DataExchange and Amazon SageMaker for sharing data for ML workloads
- Semantic segmentation labeling with Amazon SageMaker Ground Truth
- Amazon SageMaker multi-model inference endpoints
- Annotate DICOM images and build an ML model
- Batch Inference with Amazon SageMaker and Tensorflow
- Optimizing TensorFlow model serving with Kubernetes and Amazon Elastic Inference
- Power contextual bandits using continual learning with Amazon SageMaker RL
- Speed up training on Amazon SageMaker using Amazon FSx for Lustre and Amazon EFS file systems
- Git integration with Amazon SageMaker
- Build end-to-end machine learning workflows with Amazon SageMaker and Apache Airflow
- Amazon SageMaker automatic model tuning now supports random search and hyperparameter scaling
- Classification of chest x-rays with Amazon SageMaker
- Building predictive disease models using Amazon SageMaker with Amazon HealthLake normalized data
- Custom Classifier with Amazon Comprehend
- Amazon Rekognition custom labels
- Applying voice classification in an Amazon Connect telemedicine contact flow
- Building a medical image search platform on AWS
- Build a custom entity recognizer using Amazon Comprehend
- De-identify medical images with the help of Amazon Comprehend Medical and Amazon Rekognition
- Map clinical notes to the OMOP Common Data Model and healthcare ontologies using Amazon Comprehend Medical
- Population health applications with Amazon HealthLake
- Introduction to Amazon Transcribe
- Introduction to Amazon Comprehend Medical
- Enabling efficient patient care using Amazon AI services
- Architecting ML with Amazon SageMaker 3 day course
- Introduction to Amazon Transcribe
- Introduction to Amazon Comprehend Medical
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Videos
- Artificial Intelligence and Machine Learning in Research
- Deep learning for disaster management and response
- End-to-end machine learning using Spark and Amazon SageMaker
- Amazon SageMaker deep dive: A modular solution for machine learning
- Build accurate training datasets with Amazon SageMaker Ground Truth
- How Amazon Sagemaker can help?
- How Amazon Sagemaker can help?
- Insights into patient health with Amazon Comprehend Medical
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Tutorials
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Genomics
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Tutorials
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Blogs
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Containers
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General Information
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Workshops
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Blogs
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Videos
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Tutorials
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Security
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General Information
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Workshops
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Videos
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Robotics
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Workshops
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Blogs
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Videos
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Management & Governance
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General Information
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Workshops
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Videos
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Programming Languages
Categories
Sub Categories