L300 Generative Bootcamp labs

Automatically tag AWS resources on creation, for cost assignment

Amazon Lookout for Equipment Demo (Korean Translation)

Amazon Lookout for Vision Demo (Korean Translation)

System design patterns for machine learning

Create UIs for prototyping your machine learning model in 3 minutes

AWS SageMaker Workshop materials for hands-on labs; Word Embedding and Text Classification Using BlazingText

Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon Comprehend Medical, Amazon Kendra to automate the processing of documents for use cases such as enterprise search and disco…

HuggingFace BERT를 사용한 네이버 영화리뷰 감정분석

Deep Learning Inference hands-on labs; Learn how to host pre-trained TensorFlow/MXNet models to Amazon SageMaker Endpoint without building Docker Image

Time-series data hands-on lab on AWS for Data Scientists and Developers. Preprocessing, training and deployment using GluonTS and Amazon SageMaker.

Forecast traffic volume using AWS Forecast service

SageMaker Tensorflow 2 script mode example

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

deepar example (Korean)

Safe deployment pipeline for Amazon SageMaker

A serverless framework for continuous machine learning pipeline automation

A curated list of awesome tools for Amazon EKS 🌊

Notebooks and examples on how to onboard and use various features of Amazon Personalize

Image based Anomaly Detection with Amazon SageMaker

Detect cars, pedestrians, etc. with Amazon SageMaker

Hands-on demonstrations for data scientists exploring SageMaker