Chia Kwang Yang 's starred repositories
engineering-blogs
A curated list of engineering blogs
guardrails
Adding guardrails to large language models.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
courserekt
Simple interface to see the history of course demand and allocation
DevOps-Roadmap
DevOps Roadmap for 2024. with learning resources
data-engineering-zoomcamp
Free Data Engineering course!
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Predicting-Depression
Project using machine learning to predict depression using health care data from the CDC NHANES website. A companion dashboard for users to explore the data in this project was created using Streamlit. Written with python using jupyter notebook for the main project flow/analysis and visual studio code for writing custom functions and creating the dashboard.
machine-learning-zoomcamp
Learn ML engineering for free in 4 months!