Matthew Waage's starred repositories
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
spacedrive
Spacedrive is an open source cross-platform file explorer, powered by a virtual distributed filesystem written in Rust.
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
comprehensive-rust
This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.
awesome-pentest
A collection of awesome penetration testing resources, tools and other shiny things
IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
awesome-system-design-resources
Learn System Design concepts and prepare for interviews using free resources.
ml-engineering
Machine Learning Engineering Open Book
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
streaming-llm
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
osint_stuff_tool_collection
A collection of several hundred online tools for OSINT
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
community-platform
A platform to build useful communities that aim to tackle global problems
Pentest-Everything
A collection of CTF write-ups, pentesting topics, guides and notes. Notes compiled from multiple sources and my own lab research. Topics also support OSCP, Active Directory, CRTE, eJPT and eCPPT.
ai-developer-resources
I am Duncan, the founder of OpenShiro. This public repository is used as an easy to update list of resources for AI developers including technical courses, books, and tutorials on artificial intelligence, deep learning and machine learning. PRs welcome!
llm-paper-notes
Notes from the Latent Space paper club. Follow along or start your own!
Snowflake_ML_Intro
Introduction to performing Machine Learning on Snowflake
bayesianbandits
A Pythonic microframework for multi-armed bandit problems
Machine-Learning-Curriculum
A concise and comprehensive A to Z curriculum for machine learning.