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ai_ml_workshops

AI_ML_Workshops

amazon-a2i-sample-jupyter-notebooks

Sample Jupyter Notebooks for Amazon Augmented AI (A2I)

amazon-comprehend-examples

amazon-comprehend-workshop

Labs for Amazon Comprehend

amazon-forecast-samples

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

amazon-rekognition-custom-labels-feedback-solution

Model assisted dataset preparation for Amazon Rekognition Custom Labels.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amazon-textract-a2i-dynamodb-handwritten-invoices

amazon-textract-comprehend-ocrimage-search-and-analyze

We will be using Amazon Textract, Amazon Comprehend, Amazon Elasticsearch with Kibana, Amazon S3, Amazon Cognito to search and analyze over large number of images.

amazon-textract-enhancer

This workshop demonstrates how to build a Document parser and query engine with Amazon Textract and other services, such as ElasticSearch and DynamoDB.

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

Process documents at scale using Amazon Textract

aws-ai-services-site

Simple website to demo functionality for AWS AI services

aws-budget

CloudFormation template for creating a budget with threshold notifications in AWS Budgets.

aws-centralized-logging

This solution provides an administrator a 360-degree logging view of an AWS account, including both application and infrastructure, as well as AWS-native logs.

aws-consolidated-admin

Tools for achieving automated security and compliance across multiple AWS accounts.

aws-iot-examples

Examples using AWS IoT (Internet of Things)

blazingtext-sagemaker

It includes examples such as blazing Text with HPO, BlazingText Classification, Blazing Text Object To Vec

censumander

A tool to improve the usability of census data via "good" gerrymandering

comprehendworkshop

Sagemaker Notebook based demo for Custom Classification/Entities

data-sets

Data sets for analytics.

ecs-deploy-setup

Sample that includes a sample contained-based application ready for ECS, and covers deploying it to ECS via CI (including IAM account setup)

ecsdemo-crystal

Part 4 of a 4 part ECS Workshop

ecsdemo-frontend

ecsdemo-nodejs

Part 3 of a 4 part ECS workshop

ecsdemo-platform

Phase 1 of a 4 part ECS workshop

eks-workshop-sample-api-service-go

Sample Kubernetes service used in the EKS Workshop CI/CD CodePipeline module

git-secrets

Prevents you from committing secrets and credentials into git repositories

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mlops-amazon-sagemaker-devops-with-ml

Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker

non-profit-blockchain

Builds a blockchain network and application to track donations to non-profit organizations, using Amazon Managed Blockchain