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

Predictive Maintenance for Vehicle Fleets

Snowflake Guide: Building a Recommendation Engine Using Snowflake & Amazon SageMaker

End to end Machine Learning with Amazon SageMaker

SageMaker Experiments and DVC

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 D…

This solution shows how to deliver reusable and self-contained custom components to Amazon SageMaker environment using AWS Service Catalog, AWS CloudFormation, SageMaker Projects and SageMaker Pipelines.

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

Fasttext container for Amazon Sage Maker

Workshop CDK Template to provision infra for the Deep Visual Search workshop

An end-to-end example of a serverless machine learning pipeline for multiclass classification on AWS with SageMaker Pipelines, Data Wrangler, Athena and XGBoost.

Machine Learning on AWS using various methods/examples

This is a template for deploying a FastAPI endpoint on AWS SageMaker.

A PyTorch RNN model for Sentiment Analysis deployed with AWS SageMaker

Workshop to create a visual search engine using Amazon SageMaker and Amazon OpenSearchService

Run Multiple Models on the Same GPU with Amazon SageMaker Multi-Model Endpoints Powered by NVIDIA Triton Inference Server. A Java client is also provided.

Goal: Develop Machine Learning aplication in a distributed environment using AWS services with Spark.

Sample code to run Amazon SageMaker endpoint for inference with a ready model from Tensorflow Hub

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

fun project to train and deploy a text classification model over Women's e-commerce CLothing reviews