Kyoungsu Lee's repositories
amazon-sagemaker-model-serving-using-aws-cdk
This repository provides AI/ML service(MachineLearning model serving) modernization solution using Amazon SageMaker, AWS CDK, and AWS Serverless services.
py-dreambooth
Easily create your own AI avatar images!
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
amazon-cloudwatch-synthetics-page-performance
The purpose of this repository is to demonstrate how Amazon Cloudwatch Synthetics can be used to measure the page load time.
amazon-sagemaker-safe-deployment-pipeline
Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.
autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
aws-genai-llm-chatbot
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere) using AWS CDK on AWS
Claude-API
This project provides an unofficial API for Claude AI, allowing users to access and interact with Claude AI .
codedeploy-with-autoscaling
Easy way for deployment with autoscaling from legacy applications
bedrock-claude-chat
AWS-native chatbot using Bedrock + Claude
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
eks-cicd
sample app repo for EKS CICD Hands-On
gai-bootcamp
L300 Generative Bootcamp labs
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
kaggle_santander_product_recommendation
Top 10% in Kaggle / Santander Product Recommendation
mariadb-connector-j
MariaDB Connector/J is used to connect applications developed in Java to MariaDB and MySQL databases. MariaDB Connector/J is LGPL licensed.
muse-maskgit-pytorch
Implementation of Muse: Text-to-Image Generation via Masked Generative Transformers, in Pytorch
notebooks
notebooks for ML/DL/AI
retail-demo-store
AWS Retail Demo Store is a sample retail web application and workshop platform demonstrating how AWS infrastructure and services can be used to build compelling customer experiences for eCommerce, retail, and digital marketing use-cases
udacity-p1-navigation
Report of Udacity Project 1
WebAI-to-API
ChatGPT, Claude, Bard to API : )
whereis-myresources
Gel all aws resources in all regions.
workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker