Repositories list

• textract-demo

  Public
  Enhancing Amazon Textract with pre- and post-processing

  ocramazon-textractamazon-a2i

  Python

  •68•20•4•2•Updated Oct 25, 2024Oct 25, 2024

• sagemaker-custom-project-templates

  Public
  Python

  •

  MIT No Attribution

  •157•0•0•0•Updated Jun 13, 2024Jun 13, 2024

• sagemaker-workshop-101

  Public
  Hands-on demonstrations for data scientists exploring SageMaker

  sagemaker

  Jupyter Notebook

  •

  MIT License

  •26•45•0•2•Updated Oct 18, 2022Oct 18, 2022

• intro-to-mlops

  Public
  Introductory workshop for ML workflow automation and governance

  Python

  •3•1•0•1•Updated Oct 12, 2022Oct 12, 2022

• forecast-poc

  Public
  (WIP local draft) A collection of notebooks and resources to operate an Amazon Forecast POC in a box.

  forecastingtimeseries-analysisamazon-forecast

  Jupyter Notebook

  •0•0•5•0•Updated Feb 23, 2022Feb 23, 2022

• connect-personalize-demo

  Public
  DRAFT demo of past-interaction-based call routing with Amazon Connect and Amazon Personalize

  recommender-systemcontact-centeramazon-connect+ 1amazon-personalize

  Jupyter Notebook

  •1•0•0•0•Updated Nov 17, 2021Nov 17, 2021

• personalize-poc

  Public
  Customized Amazon Personalize PoC-in-a-Box materials

  recommender-systemamazon-personalize

  Jupyter Notebook

  •5•2•1•0•Updated Aug 30, 2021Aug 30, 2021

• frugal-mlops

  Public
  MLOps example with an emphasis on re-using (rather than re-building) artifacts

  aws-step-functionssagemakermlops

  Jupyter Notebook

  •2•7•2•0•Updated May 18, 2021May 18, 2021

• nlp-bert

  Public
  Various NLP examples based on transformers

  nlpbertsagemaker

  Jupyter Notebook

  •1•1•0•0•Updated May 2, 2021May 2, 2021

• sagemaker-byod

  Public
  Bring your own data Sagemaker workhsop

  Jupyter Notebook

  •1•1•0•0•Updated Apr 14, 2021Apr 14, 2021

• sagemaker-workshop-100

  Public
  Python

  •7•0•3•0•Updated Mar 31, 2021Mar 31, 2021

• personalize-demo

  Public
  An example using Amazon Personalize to generate recommendations for a fictional online store

  recommender-systemamazon-personalize

  Jupyter Notebook

  •11•7•3•0•Updated Jan 27, 2021Jan 27, 2021

• sagemaker-model-import

  Public
  Examples for importing existing/pre-trained models into SageMaker hosting

  sagemaker

  Jupyter Notebook

  •0•0•0•0•Updated Jan 20, 2021Jan 20, 2021

• amazon-sagemaker-examples

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

  Jupyter Notebook

  •

  Apache License 2.0

  •6.8k•1•0•0•Updated Jan 14, 2021Jan 14, 2021

• amazon-sagemaker-pytorch-workshop

  Public
  An advanced Amazon SageMaker workshop demonstrating how to build a custom algorithm in PyTorch.

  computer-visionmnistsagemaker

  Jupyter Notebook

  •

  Apache License 2.0

  •0•0•0•0•Updated Nov 17, 2020Nov 17, 2020

• amazon-sagemaker-direct-marketing-workshop

  Public
  A basic Amazon SageMaker workshop demonstrating the machine learning workflow from data preparation to model deployment using direct marketing data.

  sagemaker

  Jupyter Notebook

  •

  Apache License 2.0

  •1•0•0•0•Updated Nov 17, 2020Nov 17, 2020

• computer-vision-workshops

  Public
  A set of workshops on computer vision with AWS

  object-detectioncomputer-visionrekognition+ 1sagemaker

  Python

  •19•9•0•0•Updated Oct 31, 2020Oct 31, 2020

• fraud-detector-poc

  Public
  Demonstrating the basic functionality of Amazon Fraud Detector

  amazon-fraud-detector

  Jupyter Notebook

  •

  MIT License

  •2•1•0•0•Updated Oct 7, 2020Oct 7, 2020

• image_enhancement

  Public
  Library of Python functions for various types of image enhancement

  Python

  •

  MIT License

  •12•0•0•0•Updated Aug 25, 2020Aug 25, 2020

• cv_workshop_intro

  Public
  Introductory level Computer Vision workshop that includes Ground Truth, Sagemaker and Rekognition Custom Labels

  computer-visionsagemakerrekognition-custom-labels

  Jupyter Notebook

  •3•2•0•0•Updated Mar 10, 2020Mar 10, 2020

• ml-deployment

  Public
  Code repository for the coding examples shown in ML Innovate 2020

  sagemakermlops

  Jupyter Notebook

  •4•0•0•0•Updated Feb 18, 2020Feb 18, 2020

• forecasting-workshop

  Public
  A workshop on timeseries forecasting with Amazon SageMaker and Amazon Forecast

  forecastingtimeseries-analysisamazon-forecast

  Jupyter Notebook

  •10•5•0•0•Updated Jan 7, 2020Jan 7, 2020

• recommender-workshop

  Public
  Under construction

  recommendation-engineamazon-personalize

  Jupyter Notebook

  •6•1•0•0•Updated Dec 16, 2019Dec 16, 2019