Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker

Predictive Maintenance for Vehicle Fleets

End to end Machine Learning with Amazon SageMaker

Simple guide to use tf.estimator and deploy to AWS SageMaker (after training with your GPU)

Build a Custom Object Detection Model from Scratch with Amazon SageMaker and Deploy it at the Edge with AWS DeepLens. This workshop explains how you can leverage DeepLens to capture data at the edge and build a training data set with Amazon SageMaker Ground Truth. Then, train an object detection model with Amazon SageMaker and deploy it to AWS DeepLens.

Fasttext container for Amazon Sage Maker

A "Hello world" project on how implement your own ML Model in AWS Sagemaker.

Example of how to use word embedding with BlazingText algorithm in Amazon SageMaker on entire contents of wikipedia for a foreign language (Hebrew).

Machine Learning on AWS using various methods/examples

Jupyter notebooks to help team members utilize AWS SageMaker tools

A PyTorch RNN model for Sentiment Analysis deployed with AWS SageMaker