计算机系统进阶

Operating Systems & Distributed Systems

• MIT 6.824 Distributed System

• Martin Kleppmann - Distributed Systems

• UIUC CS425 Distributed Systems

• UW-Madison CS736 Advanced Operating Systems

• UCB CS262 Advanced Topics in Computer Systems

• Gatech CS6210 Advanced Operating Systems

• Cornell CS5412 Topics in Cloud Computing

• MIT 6.887 Machine Learning for Systems

• rCore-OS Rust开源操作系统教程

Computer Security

• Stanford CS110L Safety in System Programming

• MIT 6.858 Computer System Security

• UCB CS161 Computer Security

• Stanford Graduate Cryptography

• Tübingen Trustworthy Machine Learning

• Tim Roughgarden - The tl;dr of Blockchains/Web3

• Tim Roughgarden - Foundations of Blockchains

• UWaterloo CS860 Algorithms for Private Data Analysis

• UCB CS294-267 Understanding Large Language Models: Foundations and Safety

• UCB CS294-131 Trustworthy Deep Learning

• UCB CS294-238 Zero Knowledge Proofs

• MIT 15.S12 Blockchain and Money

• UCB CS294-177 Decentralized Finance

• UCB CS276 Graduate Cryptography

• UCB CS294-224 Entrepreneurship In Web3

Computer Architecture

• UCB CS252A Graduate Computer Architecture
• ETH Computer Architecture
• Stanford EE380 Colloquium on Computer Systems
• UIUC CS534 Architectures for Mobile and Edge Computing
• Stanford CS217 Hardware Accelerators for Machine Learning
• Cornell ECE5545 Machine Learning Hardware and Systems
• UCB EE290 Hardware for Machine Learning
• 陈云霁 - 智能计算系统
• 国科大 - 一生一芯

Databases

• CMU 15-721 Advanced Database Systems
• UWM CS744 Big Data Systems
• CMU 15-799 Self-Driving Database Management Systems
• UW CSE590S Learned Data Structures for Systems
• UCSD CSE291D Data Systems for Machine Learning
• CMU Hardware Accelerated Database
• PingCAP Awesome Database Learning
• TiDB Talent Plan
• Awesome Big Data

High-performance Computing

• CMU 15-418 Parallel Computer Architecture and Programming
• UCB CS267 Applications of Parallel Computers
• Stanford CS149 Parallel Computing
• GPU编程（CUDA）| 谭升的博客
• GPU Mode

Embedded Systems

• UPenn ESE3600 Tiny Machine Learning
• Harvard CS249r Tiny Machine Learning Handbook
• Cornell ECE4760 Digital Systems Design Using Microcontrollers
• Cornell ECE5760 Advanced Microcontroller Design and System on Chip
• UCB EECS151 Introduction to Digital Design and Integrated Circuits