Machine Learning Systems
Books
Courses
- CMU 15-849 Machine Learning System
- CS149 Parallel Computing
- Deep Learning System: Algorithm and Implementations
- TinyML, Harvard
- TinyML and Efficient Deep Learning Computing
- 15-884: Machine Learning Systems
- Machine Learning Compilation
- 15-442/15-642: Machine Learning Systems
- 15-418/15-618: Parallel Computer Architecture and Programming, Fall 2023
- 10-414/714: Deep Learning Systems
Documentation
Blogs
Community
Faculty
- Song Han
- Tianqi Chen
- Jeff Dean
- Dan Alistarh
Large Language Model Training
Large Language Model Inference
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