资源汇总

公开课

• USCD CSE 234: Data Systems for Machine Learning
• CMU 10-414: Deep Learning System
• Stanford CS229s Systems for Machine Learning
• Stanford CS329S: Machine Learning Systems Design
• Stanford CS217: Hardware Accelerators for Machine Learning
• MIT 6.5930/1: Hardware Architecture for Deep Learning
• UCB CS294: Machine Learning Systems
• Cornell ECE 5545: Machine Learning Hardware and Systems
• Machine Learning Compiler
• Microsoft AI-System
• CMU 6.5940 TinyML and Efficient Deep Learning Computing
• CMU 15-849: Machine Learning Systems
• UCB 294-162 AI-Systems (LLM Edition)

博客

• ML system 入坑指南