Bang Chi Duong's repositories
amazon-sagemaker-examples
Example š Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using š§ Amazon SageMaker.
AWS-SAA-C02-Course
Personal notes for SAA-C02 test from: https://learn.cantrill.io
bayesoptbook.github.io
Companion webpage for the book "Bayesian Optimization" by Roman Garnett
bootcamp-fullstack-apps-with-cassandra
Build FullStack Applications with Cassandra
create-t3-app
Quickest way to start a new web app with full stack typesafety
ecs-ml-deploy-system
An ECS-based ML deployment solution
eks-ml-deploy-system
A EKS-based ML deployment solution
flask-celery
Example of how to handle background processes with Flask, Celery, and Docker
graph-R
Utility functions in R - mostly graphs
inference-service-grpc-restful
A Model Inference Service that supports gRPC and RESTful endpoints
k8s-setup
All setup related to k8s
Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for DocumentĀ Q&A
machine_learning_examples
Examples of Data Science projects and Artificial Intelligence use cases
mammographic-classification
A comparative project on different classification methods on the mammographic dataset
mern
MERN stack
mlops-multi-account-terraform
Secure and scalable MLOps platform on AWS using Terraform.
mlops-zoomcamp
Free MLOps course from DataTalks.Club
models
Merlin Models is a collection of deep learning recommender system model reference implementations
next-13
experimental playground for tRPC + next.js 13
personal_website
My Personal Website
sagemaker-ml-system
A SageMaker-based ML system solution
simpleaichat
Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
weather-map
Simple weather-map app