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aws-ml-data-lake-workshop icon aws-ml-data-lake-workshop

As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges is getting visibility into their data for feature engineering and data format conversions for using AWS SageMaker. In this workshop, we demonstrate best practices and build data pipelines for training data using Amazon Kinesis Data Firehose, AWS Glue, and Amazon SageMaker, and then we use Amazon SageMaker for inference.

aws-ml-vision-end2end icon aws-ml-vision-end2end

Content consists of Jupyter Notebook tutorials walking through deep learning Frameworks (MXNet, Gluon) to Platforms (SageMaker, DeepLens) for common CV use-cases

aws-modern-application-workshop icon aws-modern-application-workshop

A tutorial for developers that want to learn about how to build modern applications on top of AWS. You will build a sample website that leverages infrastructure as code, containers, serverless code functions, CI/CD, and more.

aws-robomaker-sample-application-objecttracker icon aws-robomaker-sample-application-objecttracker

Use AWS RoboMaker and demonstrate a simulation that can train a reinforcement learning model to make a TurtleBot WafflePi to follow a TurtleBot burger, and then Deploy via RoboMaker to the robot.

aws-serverless-auth-reference-app icon aws-serverless-auth-reference-app

Serverless reference app and backend API, showcasing authentication and authorization patterns using Amazon Cognito, Amazon API Gateway, AWS Lambda, and AWS IAM.

aws-serverless-text-to-mp3 icon aws-serverless-text-to-mp3

AWS hosted application to convert Text to Mp3 using Lambda, SNS, DynamoDb, Amazon Polly, S3 Buckets, API Gateway, and IAM

aws-waf-embargoed-countries-ofac icon aws-waf-embargoed-countries-ofac

The article provides a push-button solution to protect your infrastructure against incoming traffic from embargoed countries as defined by OFAC

awsmobile-workshop icon awsmobile-workshop

Develop mobile application using AWS Cloud9 - React Native with Amplify and AppSync and Mobile hub

bezier-chart icon bezier-chart

A beautiful bezier line chart widget for flutter that is highly interactive and configurable.

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