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aim406-ri2022-demo

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amplifytranscription

Example Amplify Predictions code

automl-api

Simple example of how to build an AutoML API

aws-automl-toolbox

Samples for Auto-ML with AWS

aws-cdk-sagemaker-endpoint

AWS CDK example of creating a SageMaker Endpoint from a pre-trained Model

aws-cli-cheatsheet

Common AWS CLI Commands

aws-comprehend-custom-classifier

AWS Comprehend Custom Classification

awssagemaker-customtfmodel

Training and deploying a custom Tensorflow 2.0 Model on AWS Sagemaker

bedrock-samples

GenAI Examples with Amazon Bedrock

bert-multilingual-triton

boto3-cheatsheet

Common boto3 API calls with different services

cdk-examples

Sample CDK apps

cloudformation-sagemaker-ep

Deploying SM Endpoints with CloudFormation

comprehenddemo

Code Demonstration of using AWS Comprehend for Sentiment Analysis & Entity Extraction

corenlpsentanalysis

Sentiment Analysis Example with Stanford Core NLP

coronainfo-1

HooHacks2020 Datascience path

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid-x-ray-image-classification

Testing out different deep learning/CV methods to classify COVID in X-ray images

customspacyaws

Deployed custom Spacy Model to AWS

cv2-toolbox

Common CV2 Functionalities

demosamtemplate

distributed-test-sm

Distributed Locust Test SM

distributed-xgboost-sagemaker

Example of training XGBoost algorithm on a 1TB dataset.

dljsdemo

Code Demonstrations of Brain.js to make Deep Learning networks.

docker-commands

Common Docker Commands For Reference

docker-ecr-demo

Steps for pushing a Docker Image to ECR

eb-rails-cli

ecommerce-railsapp

Ecommerce Rails Application

extractivetextsummarizer

Web application that allows for extractive text summarization.