High Quality Technical Resources
Machine Learning
Methods
Blogs
Theory
Practice
Courses
- CS 224d: Deep Learning for Natural Language Processing
- CS 294-112 at UC Berkeley: Deep Reinforcement Learning
- CS 229: Machine Learning
- CS 229a: Applied Machine Learning
- CS 229t: Statistical Learning Theory
- CS 230: Deep Learning
Mathematics
Software Systems
Blogs
- Distributed systems theory for the distributed systems engineer
- The Google Technology Stack
- Distributed Systems Reading List
- Mixu: Distributed Systems
- Notes on Distributed Systems for Young Bloods
- Werner Vogels: All Things Distributed
Courses
- EPFL CS 438: Decentralized Systems Engineering
- MIT Course 6.824: Distributed Systems
- Yale CS 426: Building Distributed/Decentralized Systems