人工智能系统（System for AI）课程目录

Basic Lectures

• Lecture1-2: System for AI-1&2-Introduction and System Perspective [ PDF ]

• Lecture3: System for AI-3-Computation frameworks for DNN [ PDF ]

• Lecture4: System for AI-4-Computer architecture for Matrix computation [ PDF ]

• Lecture5: System for AI-5-Distributed training algorithms [ PDF ]

• Lecture6: System for AI-6-Distributed training systems [ PDF ]

• Lecture7: System for AI-7-Scheduling and resource management system [ PDF ]

• Lecture8: System for AI-8-Inference systems [ PDF ]

Advanced Lectures

• Lecture9: System for AI-9-Compilation and Optimization [ PDF ]

• Lecture10: System for AI-10-Efficiency via Compression and Sparsity [ PDF ]

• Lecture11: System for AI-11-AutoML systems [ PDF ]

• Lecture12: System for AI-12-Reinforcement learning systems [ PDF ]

• Lecture13: System for AI-13-Security and Privacy [ PDF ]

• Lecture14: System for AI-14-AI for systems [ PDF ]