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a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

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ai-accelerators-examples

Examples of AI Accelerators - GPU, AWS Inferential and Elastic Inference

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

algotrading-workshop

alpr-unconstrained

License Plate Detection and Recognition in Unconstrained Scenarios

amazon-ecs-catsndogs-workshop

This is self-paced workshop designed to allow developers and system administrators to get hands on with Amazon Elastic Container Service concepts such as service and container-instance auto-scaling, spot-fleet integration, container placement strategies, service discovery, secrets management with AWS Systems Manager Parameter Store, time-based and event-based scheduling, and automated deployment pipelines.

amazon-ecs-interstella-workshop

Amazon ECS Interstella Workshops CON209/318/319/407

amazon-ecs-mythicalmysfits-workshop

A tutorial for developers who want to learn about how to containerized applications on top of AWS using AWS Fargate. You will build a sample website that leverages infrastructure as code, containers, CI/CD, and more! If you're planning on running this, let us know @ [email protected]. At re:Invent 2018, these sessions were run as CON214/CON321/CON322.

amazon-elasticsearch-lambda-samples

Data ingestion for Amazon Elasticsearch Service from S3 and Amazon Kinesis, using AWS Lambda: Sample code

amazon-freertos

Cloud-native IoT operating system for microcontrollers.

amazon-personalize-samples

Notebooks and examples on how to onboard and use various features of Amazon Personalize

amazon-sagemaker-fraud-detection

amazon-sagemaker-keras-text-classification

A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker

amazon-sagemaker-mlops-workshop

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

amazon-sagemaker-script-mode

Amazon SageMaker Script Mode examples

amazon-serverless-datalake-workshop

A workshop demonstrating the capabilities of S3, Athena, Glue, Kinesis, and Quicksight.

amazon-textract-serverless-large-scale-document-processing

Process documents at scale using Amazon Textract

amazon-weak-ner-needle

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

architecting-for-machine-learning

Collection of materials for a 3-Day Training Course

aws-ai-bootcamp-labs

This library holds a collection of Notebooks and code examples for AWS AI Bootcamps.

aws-cdk-changelogs-demo

This is a demo application that uses modern serverless architecture to crawl changelogs from open source projects, parse them, and provide an API and website for viewing them.

aws-cloudformation-advanced-reinvent-2018

Lab Materials for re:Invent 2018 workshop - Hands on with Advanced CloudFormation Techniques and New Features.

aws-customer-playbook-framework

This repository provides sample templates for security playbooks against various scenarios when using Amazon Web Services.

aws-data-wrangler

Pandas on AWS

aws-deepracer-workshops

DeepRacer workshop content

aws-devops-essential

In few hours, quickly learn how to effectively leverage various AWS services to improve developer productivity and reduce the overall time to market for new product capabilities.

aws-doc-sdk-examples

Code examples used in the official AWS SDK documentation.

aws-fpga