# Awesome-CS-OpenCourse

**Repository Path**: sunbxonline/Awesome-CS-OpenCourse

## Basic Information

- **Project Name**: Awesome-CS-OpenCourse
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-09-19
- **Last Updated**: 2026-09-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# <h1 align="center">全球大学计算机科学公开课</h1>

🔥 精选全球顶尖大学的计算机科学及相关学科公开课视频资源，按学校分类，涵盖编程基础、人工智能、数据结构、操作系统等主题。欢迎贡献新课程、更新链接或提出优化建议，共同打造高质量的开源学习资源！🌟

**English Version:** [Link to English README](https://github.com/0voice/Awesome-OpenCS/blob/main/README.en.md)

## 📌 目录

- [MIT (麻省理工学院)](#mit-麻省理工学院)
- [Stanford University (斯坦福大学)](#stanford-university-斯坦福大学)
- [Harvard University (哈佛大学)](#harvard-university-哈佛大学)
- [UC Berkeley (加州大学伯克利分校)](#uc-berkeley-加州大学伯克利分校)
- [CMU (卡内基梅隆大学)](#cmu-卡内基梅隆大学)
- [Princeton University (普林斯顿大学)](#princeton-university-普林斯顿大学)
- [Oxford University (牛津大学)](#oxford-university-牛津大学)
- [ETH Zurich (苏黎世联邦理工学院)](#eth-zurich-苏黎世联邦理工学院)
- [University of Toronto (多伦多大学)](#university-of-toronto-多伦多大学)
- [UIUC (伊利诺伊大学厄巴纳-香槟分校)](#uiuc-伊利诺伊大学厄巴纳-香槟分校)
- [Cornell University (康奈尔大学)](#cornell-university-康奈尔大学)
- [贡献指南](#-贡献指南)
- [资源说明](#-资源说明)

# MIT (麻省理工学院)
- ### [Advanced Data Structures](https://ocw.mit.edu/courses/6-851-advanced-data-structures-spring-2012/video_galleries/lecture-videos/) - 高级数据结构
- ### [Advanced Topics in Cryptography](https://ocw.mit.edu/courses/6-5630-advanced-topics-in-cryptography-fall-2023/pages/lecture-1-interactive-proofs-and-the-sum-check-protocol/) - 密码学高级专题
- ### [Advances in Computer Vision](https://mit.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=411d3828-5e30-41ab-b70b-b2780084a1ed&start=270) - 计算机视觉前沿进展
- ### [Algorithmic Lower Bounds: Fun with Hardness Proofs](https://ocw.mit.edu/courses/6-890-algorithmic-lower-bounds-fun-with-hardness-proofs-fall-2014/video_galleries/lecture-videos/) - 算法下界：复杂性证明导论
- ### [Artificial Intelligence](https://ocw.mit.edu/courses/6-034-artificial-intelligence-fall-2010/video_galleries/lecture-videos/) - 人工智能
- ### [Brains, Minds, and Machines (Summer Course)](https://ocw.mit.edu/courses/res-9-003-brains-minds-and-machines-summer-course-summer-2015/) - 大脑、思维与机器（暑期课程）
- ### [Blockchain and Money](https://ocw.mit.edu/courses/15-s12-blockchain-and-money-fall-2018/video_galleries/video-lectures/) - 区块链与货币
- ### [Cognitive Robotics](https://ocw.mit.edu/courses/16-412j-cognitive-robotics-spring-2016/video_galleries/videos-for-advanced-lectures/) - 认知机器人学
- ### [Computer Language Engineering](https://ocw.mit.edu/courses/6-035-computer-language-engineering-sma-5502-fall-2005/video_galleries/lecture-notes/) - 计算机语言工程
- ### [Computer Systems Security](https://ocw.mit.edu/courses/6-858-computer-systems-security-fall-2014/video_galleries/video-lectures/) - 计算机系统安全
- ### [Computation Structures](https://ocw.mit.edu/courses/6-004-computation-structures-spring-2017/pages/c1/c1s2/) - 计算结构
- ### [Creating Video Games](https://ocw.mit.edu/courses/cms-611j-creating-video-games-fall-2014/video_galleries/lecture-videos/) - 视频游戏创作
- ### [Cryptocurrency Engineering and Design](https://ocw.mit.edu/courses/mas-s62-cryptocurrency-engineering-and-design-spring-2018/video_galleries/lecture-videos/) - 加密货币工程与设计
- ### [Exploring Fairness in Machine Learning for International Development](https://ocw.mit.edu/courses/res-ec-001-exploring-fairness-in-machine-learning-for-international-development-spring-2020/pages/module-one-introduction/) - 国际发展中的机器学习公平性探索
- ### [Fintech: Shaping the Financial World](https://ocw.mit.edu/courses/15-s08-fintech-shaping-the-financial-world-spring-2020/pages/intro-and-key-trends/) - 金融科技：塑造金融世界
- ### [Future of AI (MIT Initiative)](https://www.futureofai.mit.edu/) - 人工智能的未来（MIT倡议）
- ### [Geometric Folding Algorithms: Linkages, Origami, Polyhedra](https://ocw.mit.edu/courses/6-849-geometric-folding-algorithms-linkages-origami-polyhedra-fall-2012/video_galleries/lecture-videos/) - 几何折叠算法：连杆、折纸与多面体
- ### [Introduction to Algorithms](https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/video_galleries/lecture-videos/) - 算法导论（2020 春季）
- ### [Introduction to Algorithms](https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-fall-2011/video_galleries/lecture-videos/) - 算法导论（2011 秋季）
- ### [Introduction to Computational Neuroscience with Neuroblox](https://neuroblox.github.io/course/index.html) - 计算神经科学导论（含Neuroblox工具）
- ### [Introduction to Computational Thinking](https://computationalthinking.mit.edu/Fall22/images_abstractions/images/) - 计算思维导论
- ### [Introduction to Computational Thinking and Data Science](https://ocw.mit.edu/courses/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/video_galleries/lecture-videos/) - 计算思维与数据科学导论
- ### [Introduction to Computer Science and Programming in Python](https://ocw.mit.edu/courses/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/video_galleries/lecture-videos/) - 计算机科学导论与Python编程
- ### [Introduction to CS and Programming Using Python](https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/pages/lecture-1-introduction/) - 计算机科学导论与Python编程应用
- ### [Introduction to Deep Learning](https://www.youtube.com/watch?v=alfdI7S6wCY&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=1) - 深度学习导论
- ### [Introduction to EECS II: Digital Communication Systems](https://ocw.mit.edu/courses/6-02-introduction-to-eecs-ii-digital-communication-systems-fall-2012/video_galleries/lecture-videos/) - 电子工程与计算机科学导论II：数字通信系统
- ### [Introduction to Electrical Engineering and Computer Science I](https://ocw.mit.edu/courses/6-01sc-introduction-to-electrical-engineering-and-computer-science-i-spring-2011/resources/lecture-1-object-oriented-programming/) - 电子工程与计算机科学导论I
- ### [Introduction to R and GIS](https://ocw.mit.edu/courses/introduction-to-r-and-gis-fall-2023/video_galleries/introduction-to-r/) - R语言与地理信息系统导论
- ### [Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler](https://www.youtube.com/watch?v=lEZPfmGCEk0&t=1s) - 微分方程学习：与Gilbert Strang和Cleve Moler深入探讨
- ### [Learn to Build Your Own Videogame with the Unity Game Engine and Microsoft Kinect](https://ocw.mit.edu/courses/res-3-003-learn-to-build-your-own-videogame-with-the-unity-game-engine-and-microsoft-kinect-january-iap-2017/resources/guided-tutorial-introduction-to-unity/) - 用Unity游戏引擎和微软Kinect制作自己的视频游戏
- ### [Machine Learning for Healthcare](https://ocw.mit.edu/courses/6-s897-machine-learning-for-healthcare-spring-2019/video_galleries/lecture-videos/) - 医疗保健机器学习
- ### [Machine Learning for Inverse Graphics](https://mit.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b5184f97-b27e-426b-9cb9-b076011efd6a) - 逆图形学机器学习
- ### [Mathematics for Computer Science](https://ocw.mit.edu/courses/6-1200j-mathematics-for-computer-science-spring-2024/video_galleries/lecture-videos/) - 计算机科学数学基础
- ### [Mathematics for Computer Science](https://ocw.mit.edu/courses/6-042j-mathematics-for-computer-science-fall-2010/video_galleries/video-lectures/) - 计算机科学数学基础
- ### [Mathematics of Big Data and Machine Learning](https://ocw.mit.edu/courses/res-ll-005-mathematics-of-big-data-and-machine-learning-january-iap-2020/video_galleries/class-videos/) - 大数据与机器学习数学
- ### [Multicore Programming Primer](https://ocw.mit.edu/courses/6-189-multicore-programming-primer-january-iap-2007/video_galleries/lecture-notes-and-video/) - 多核编程入门
- ### [Performance Engineering of Software Systems](https://ocw.mit.edu/courses/6-172-performance-engineering-of-software-systems-fall-2018/video_galleries/lecture-videos/) - 软件系统性能工程
- ### [Programming for the Puzzled](https://ocw.mit.edu/courses/6-s095-programming-for-the-puzzled-january-iap-2018/pages/puzzle-1-you-will-all-conform/) - 编程解谜入门
- ### [Structure and Interpretation of Computer Programs](https://ocw.mit.edu/courses/6-001-structure-and-interpretation-of-computer-programs-spring-2005/video_galleries/video-lectures/) - 计算机程序的构造与解释
- ### [The Battlecode Programming Competition](https://ocw.mit.edu/courses/6-370-the-battlecode-programming-competition-january-iap-2013/) - Battlecode编程竞赛
- ### [Theory of Computation](https://ocw.mit.edu/courses/18-404j-theory-of-computation-fall-2020/video_galleries/video-lectures/) - 计算理论
- ### [Underactuated Robotics](https://ocw.mit.edu/courses/6-832-underactuated-robotics-spring-2009/video_galleries/video-lectures/) - 欠驱动机器人学

# Stanford University (斯坦福大学)
- ### [CS105: Introduction to Computers](https://www.youtube.com/playlist?list=PLoROMvodv4rPzLcXBhbCFt8ahPrQGFSmN) - 计算机导论
- ### [CS106A: Programming Methodology](https://www.youtube.com/playlist?list=PL84A56BC7F4A1F852) - 编程方法学
- ### [CS106B: Programming Abstractions](https://www.youtube.com/playlist?list=PLFE6E58F856038C69) - 编程抽象
- ### [CS107: Programming Paradigms](https://www.youtube.com/playlist?list=PL9D558D49CA734A02) - 编程范式
- ### [CS109: Probability for Computer Scientists](https://www.youtube.com/playlist?list=PLoROMvodv4rOpr_A7B9SriE_iZmkanvUg) - 计算机科学家概率论
- ### [CS124: From Languages to Information](https://www.youtube.com/playlist?list=PLaZQkZp6WhWyvdiP49JG-rjyTPck_hvEu) - 从语言到信息
- ### [CS144: Introduction to Computer Networking](https://www.youtube.com/playlist?list=PLEAYkSg4uSQ2dr0XO_Nwa5OcdEcaaELSG) - 计算机网络导论
- ### [CS149: Parallel Computing](https://www.youtube.com/playlist?list=PLoROMvodv4rMp7MTFr4hQsDEcX7Bx6Odp) - 并行计算
- ### [CS161: Design and Analysis of Algorithms](https://www.youtube.com/playlist?list=PLyhSTP3Z5_mZ8krUa2JsvL7V755ogHgkK) - 算法设计与分析
- ### [CS178: Digital Photography](https://www.youtube.com/playlist?list=PL7ddpXYvFXspUN0N-gObF1GXoCA-DA-7i) - 数字摄影
- ### [CS193p: Developing iOS Applications with SwiftUI](https://www.youtube.com/playlist?list=PLKH-mvqAYqBIoo0clNB1JlTzj1H2P_Dlx) - SwiftUI iOS应用开发
- ### [CS221: Artificial Intelligence: Principles and Techniques](https://www.youtube.com/playlist?list=PLoROMvodv4rOca_Ovz1DvdtWuz8BfSWL2) - 人工智能：原理与技术
- ### [CS224N: Natural Language Processing with Deep Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4) - 深度学习自然语言处理
- ### [CS224W: Machine Learning with Graphs](https://www.youtube.com/playlist?list=PLoROMvodv4rPLKxIpqhjhPgdQy7imNkDn) - 图机器学习
- ### [CS229: Machine Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU) - 机器学习
- ### [CS230: Deep Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb) - 深度学习
- ### [CS231n: Deep Learning for Computer Vision](https://www.youtube.com/playlist?list=PLoROMvodv4rOmsNzYBMe0gJY2XS8AQg16) - 计算机视觉深度学习
- ### [CS236: Deep Generative Models](https://www.youtube.com/playlist?list=PLoROMvodv4rPOWA-omMM6STXaWW4FvJT8) - 深度生成模型
- ### [CS247: Human-Computer Interaction](https://www.youtube.com/playlist?list=PLLssT5z_DsK_nusHL_Mjt87THSTlgrsyJ) - 人机交互
- ### [CS261: A Second Course in Algorithms](https://www.youtube.com/playlist?list=PLEGCF-WLh2RJh2yDxlJJjnKswWdoO8gAc) - 算法进阶课程
- ### [CS329H: Machine Learning from Human Preferences](https://www.youtube.com/playlist?list=PLoROMvodv4rNm525zyAObP4al43WAifZz) - 基于人类偏好的机器学习
- ### [CS336: Language Modeling from Scratch](https://www.youtube.com/playlist?list=PLoROMvodv4rOY23Y0BoGoBGgQ1zmU_MT_) - 从零开始的语言建模
- ### [Convolutional Neural Networks for Visual Recognition](https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv) - 视觉识别卷积神经网络
- ### [Andrew Ng: Opportunities in AI - 2023](https://www.youtube.com/watch?v=5p248yoa3oE) - 吴恩达：人工智能的机遇（2023）


## Harvard University (哈佛大学)
- ### [CS50’s Computer Science for Lawyers (CS50L)](https://www.youtube.com/playlist?list=PLhQjrBD2T380CIOjHCjIAugO3ryncp6IW) - CS50：法律从业者计算机科学
- ### [CS50’s Computer Science for Business Professionals (CS50B)](https://www.youtube.com/playlist?list=PL9UTKNl2E2_7vnUwfm7RvBVY6tk7ml-US) - CS50：商业从业者计算机科学
- ### [CS50: Introduction to Computer Science (CS50x 2025)](https://www.youtube.com/playlist?list=PLhQjrBD2T383q7Vn8QnTsVgSvyLpsqL_R) - CS50：计算机科学导论（2025版）
- ### [CS50’s Introduction to Programming with Python (CS50P)](https://www.youtube.com/playlist?list=PLhQjrBD2T3817j24-GogXmWqO5Q5vYy0V) - CS50：Python编程导论
- ### [CS50’s Introduction to Artificial Intelligence with Python (CS50AI)](https://www.youtube.com/playlist?list=PLhQjrBD2T383Cqo5I1oRrbC1EKRAKGKUE) - CS50：Python人工智能导论
- ### [CS50’s Introduction to Cybersecurity (CS50CSec)](https://www.youtube.com/playlist?list=PLhQjrBD2T383Cqo5I1oRrbC1EKRAKGKUE) - CS50：网络安全导论
- ### [CS50’s Introduction to Databases with SQL (CS50SQL)](https://www.youtube.com/playlist?list=PLhQjrBD2T382v1MBjNOhPu9SiJ1fsD4C0) - CS50：SQL数据库导论
- ### [CS50’s Introduction to Programming with R (CS50R)](https://www.youtube.com/playlist?list=PLhQjrBD2T382yfNp_-xzX244d-O9W6YmD) - CS50：R语言编程导论
- ### [CS50’s Web Programming with Python and JavaScript (CS50W)](https://www.youtube.com/playlist?list=PLhQjrBD2T380xvFSUmToMMzERZ3qB5Ueu) - CS50：Python与JavaScript网页编程
- ### [CS181: Machine Learning (2021)](https://www.youtube.com/playlist?list=PLJb77FD8FLof9W9CGUOV5obIxUEcHRKEX) - 机器学习（2021版）
- ### [CS224: Advanced Algorithms (Harvard University)](https://www.youtube.com/playlist?list=PL2SOU6wwxB0uP4rJgf5ayhHWgw7akUWSf) - 高级算法
- ### [Algorithms for Big Data (COMPSCI 229r)](https://www.youtube.com/playlist?list=PL2SOU6wwxB0v1kQTpqpuu5kEJo2i-iUyf) - 大数据算法

## UC Berkeley (加州大学伯克利分校)
- ### [CS10: The Beauty and Joy of Computing (Fall 2010)](https://www.youtube.com/playlist?list=PLECBD29A17AAF6EF9) - 计算的魅力与乐趣（2010年秋季）
- ### [CS61A: The Structure and Interpretation of Computer Programs (Fall 2020)](https://www.youtube.com/playlist?list=PL0my2vWlgboySadi9ApfZCNIDV2O5TSDh) - 计算机程序的构造与解释（2020年秋季）
- ### [CS61B: Data Structures (Spring 2015, full classic series)](https://www.youtube.com/playlist?list=PLu0nzW8Es1x3TmpwQRLMQwCtulEd43ZY8) - 数据结构（2015年春季，经典完整系列）
- ### [CS61B: Data Structures (Spring 2025 Live Recordings)](https://www.youtube.com/playlist?list=PLnp31xXvnfRoUqOjlnhHzmYravacOPD8p) - 数据结构（2025年春季直播录像）
- ### [CS61C: Great Ideas in Computer Architecture (Fall 2020)](https://www.youtube.com/playlist?list=PL0j-r-omG7i0-mnsxN5T4UcVS1Di0isqf) - 计算机体系结构核心思想（2020年秋季）
- ### [CS61C: Great Ideas in Computer Architecture (Spring 2015)](https://www.youtube.com/playlist?list=PLhMnuBfGeCDM8pXLpqib90mDFJI-e1lpk) - 计算机体系结构核心思想（2015年春季）
- ### [CS70: Discrete Mathematics and Probability Theory (Fall 2017)](https://www.youtube.com/playlist?list=PLu0nzW8Es1x0Ivn-757Za_ps090FJxOPd) - 离散数学与概率论（2017年秋季）
- ### [CS162: Operating Systems and Systems Programming (Fall 2021)](https://www.youtube.com/playlist?list=PLF2K2xZjNEf97A_uBCwEl61sdxWVP7VWC) - 操作系统与系统编程（2021年秋季）
- ### [CS182: Deep Learning (Spring 2021)](https://www.youtube.com/playlist?list=PL_iWQOsE6TfVmKkQHucjPAoRtIJYt8a5A) - 深度学习（2021年春季）
- ### [CS186: Introduction to Database Systems (Spring 2023)](https://www.youtube.com/playlist?list=PLYp4IGUhNFmw8USiYMJvCUjZe79fvyYge) - 数据库系统导论（2023年春季）
- ### [CS188: Introduction to Artificial Intelligence (Spring 2024)](https://www.youtube.com/playlist?list=PLp8QV47qJEg67UTShQ4er4RYQ3rOeDKxv) - 人工智能导论（2024年春季）
- ### [CS189: Introduction to Machine Learning (Fall 2023)](https://www.youtube.com/playlist?list=PLOOm2AoWIPEyZazQVnIcaK2KnezpGZV-X) - 机器学习导论（2023年秋季）
- ### [CS285: Deep Reinforcement Learning (Fall 2020)](https://www.youtube.com/playlist?list=PL_iWQOsE6TfURIIhCrlt-wj9ByIVpbfGc) - 深度强化学习（2020年秋季）
- ### [CS285: Deep Reinforcement Learning (Fall 2021)](https://www.youtube.com/playlist?list=PL_iWQOsE6TfXxKgI1GgyV1B_Xa0DxE5eH) - 深度强化学习（2021年秋季）
- ### [CS285: Deep Reinforcement Learning (Fall 2023)](https://www.youtube.com/playlist?list=PL_iWQOsE6TfVYGEGiAOMaOzzv41Jfm_Ps) - 深度强化学习（2023年秋季）
- ### [CS294-158: Deep Unsupervised Learning (Spring 2024)](https://www.youtube.com/playlist?list=PLwRJQ4m4UJjPIvv4kgBkvu_uygrV3ut_U) - 深度无监督学习（2024年春季）


## CMU (卡内基梅隆大学)
- ### [11-711: Advanced Advanced Natural Language Processing (Spring 2024)](https://www.youtube.com/playlist?list=PL8PYTP1V4I8DZprnWryM4nR8IZl1ZXDjg) - 高级自然语言处理进阶（2024年春季）
- ### [11-711: Advanced Natural Language Processing (Fall 2024)](https://www.youtube.com/playlist?list=PL8PYTP1V4I8D4BeyjwWczukWq9d8PNyZp) - 高级自然语言处理（2024年秋季）
- ### [11-785: Introduction to Deep Learning (Spring 2021 Lectures)](https://www.youtube.com/playlist?list=PLp8QV47qJEg67UTShQ4er4RYQ3rOeDKxv) - 深度学习导论（2021年春季讲座）
- ### [15-213: Introduction to Computer Systems (Fall 2017)](https://www.youtube.com/playlist?list=PL2dWYoM7ypKy8yuOV01RGMRDEaw5sNyyz) - 计算机系统导论（2017年秋季）
- ### [15-251: Great Ideas in Theoretical Computer Science (Spring 2016)](https://www.youtube.com/playlist?list=PLm3J0oaFux3aafQm568blS9blxtA_EWQv) - 理论计算机科学核心思想（2016年春季）
- ### [15-445: Introduction to Database Systems (Fall 2023)](https://www.youtube.com/playlist?list=PLSE8ODhjZXjbj8BMuIrRcacnQh20hmY9g) - 数据库系统导论（2023年秋季）
- ### [15-445: Introduction to Database Systems (Fall 2024)](https://www.youtube.com/playlist?list=PLSE8ODhjZXjYDBpQnSymaectKjxCy6BYq) - 数据库系统导论（2024年秋季）
- ### [15-445: Introduction to Database Systems (Fall 2025)](https://www.youtube.com/playlist?list=PLSE8ODhjZXjYMAgsGH-GtY5rJYZ6zjsd5) - 数据库系统导论（2025年秋季）
- ### [15-455: Undergraduate Complexity Theory (Spring 2017)](https://www.youtube.com/watch?v=RxhpiYKFQd8) - 本科复杂性理论（2017年春季）
- ### [15-462: Computer Graphics (Spring 2023)](https://www.youtube.com/playlist?list=PL9_jI1bdZmz2emSh0UQ5iOdT2xRHFHL7E) - 计算机图形学（2023年春季）
- ### [15-721: Advanced Database Systems (Spring 2024)](https://www.youtube.com/playlist?list=PLSE8ODhjZXjYa_zX-KeMJui7pcN1rIaIJ) - 高级数据库系统（2024年春季）
- ### [15-740: Computer Architecture (Spring 2015, Onur Mutlu)](https://www.youtube.com/playlist?list=PL5PHm2jkkXmi5CxxI7b3JCL1TWybTDtKq) - 计算机体系结构（2015年春季，Onur Mutlu讲授）
- ### [15-740: Computer Architecture (Fall 2015)](https://www.youtube.com/playlist?list=PL5PHm2jkkXmgVhh8CHAu9N76TShJqfYDt) - 计算机体系结构（2015年秋季）
- ### [15-751: CS Theory Toolkit (Spring 2020)](https://www.youtube.com/playlist?list=PLm3J0oaFux3b8Gg1DdaJOzYNsaXYLAOKH) - 计算机科学理论工具包（2020年春季）
- ### [15-751: CS Theory Toolkit (Spring 2020)](https://www.youtube.com/playlist?list=PLm3J0oaFux3ZYpFLwwrlv_EHH9wtH6pnX) - 计算机科学理论工具包（2020年春季）
- ### [16-745: Optimal Control and Reinforcement Learning (Spring 2024)](https://www.youtube.com/playlist?list=PLZnJoM76RM6Jv4f7E7RnzW4rijTUTPI4u) - 最优控制与强化学习（2024年春季）
- ### [16-745: Optimal Control Recitations (Spring 2024)](https://www.youtube.com/playlist?list=PLR-CEg9er7kFfMQU9c3P8J77H3yKb4pTK) - 最优控制习题课（2024年春季）


## Princeton University (普林斯顿大学)
- ### [COS 126: Computer Science: An Interdisciplinary Approach (Spring 2017)](https://www.youtube.com/playlist?list=PLlGXNwjYhXYyEReAh8M4vIGNulIzNHzMY) - 计算机科学：跨学科方法（2017年春季）
- ### [COS 217: Introduction to Programming Systems (Fall 2021 Lectures)](https://www.youtube.com/playlist?list=PLwXw5yrGdQS7zpF7M7yKQPJu7s7fFpnF3) - 编程系统导论（2021年秋季讲座）
- ### [COS 217: Introduction to Programming Systems (Various Lectures)](https://www.youtube.com/playlist?list=PL6XXAPf45oazxsmom3ZQ7HxI-mdFAfwiN) - 编程系统导论（各类讲座）
- ### [COS 226: Algorithms and Data Structures (Fall 2016)](https://www.youtube.com/playlist?list=PLaLOVNqqD-2Hz-wATEaLxBGsZcdcDzMBw) - 算法与数据结构（2016年秋季）
- ### [COS 226: Algorithms and Data Structures (Lecture 1: Algorithms and Data Structures Overview)](https://www.youtube.com/watch?v=hZi5aEG9z8U) - 算法与数据结构（第1讲：算法与数据结构概述）
- ### [Princeton CS Colloquium Series (Various Years, 2021-2025)](https://www.youtube.com/playlist?list=PLmXGwbP6TH9btA9mQjkNslCq7Xiv5o1zC) - 普林斯顿计算机科学学术讲座系列（2021-2025年）
- ### [CS50 Lecture by Brian Kernighan (Princeton Professor on C Programming)](https://www.youtube.com/watch?v=kw9KwjJCJH8) - Brian Kernighan的CS50讲座（普林斯顿教授讲授C语言编程）
- ### [Barnard Distinguished Lecture: Aarti Gupta on Formal Methods (Princeton)](https://www.youtube.com/watch?v=FW1jU6xvgG4) - Barnard杰出讲座：Aarti Gupta谈形式化方法（普林斯顿）
- ### [Allen School Lecture: Jennifer Rexford on Networking (Princeton)](https://www.youtube.com/watch?v=FfYN94K5iCo) - Allen学院讲座：Jennifer Rexford谈网络（普林斯顿）
- ### [WSDL 2024 Lecture: Sanjeev Arora on AI and Language](https://www.youtube.com/watch?v=DGq6_W837gQ) - WSDL 2024讲座：Sanjeev Arora谈人工智能与语言
- ### [Leslie Valiant: Computer Science as a Natural Science (Harvard at Princeton)](https://www.youtube.com/watch?v=VED_IiPwBPs) - Leslie Valiant：作为自然科学的计算机科学（哈佛在普林斯顿讲座）


## Oxford University (牛津大学)
- ### [Thinking Machines, Computational Models, and Moral Robots: The Philosophical Frontiers of CS](https://www.youtube.com/watch?v=TmRuCa6ejdk&t=750s) - 思维机器、计算模型与道德机器人：计算机科学的哲学前沿
- ### [Strachey Lectures](https://www.youtube.com/playlist?list=PLKbojRTMAWEcwHX0H-9H5iwKPHHyokReO) - Strachey讲座系列
- ### [Student Lectures Playlist (CS-Related Math)](https://www.youtube.com/playlist?list=PL4d5ZtfQonW0A4VHeiY0gSkX1QEraaacE) - 学生讲座合集（计算机科学相关数学）
- ### [Strachey Lectures Series (Advanced CS Talks)](https://www.youtube.com/playlist?list=PLjgO-QqeHQ3vWP5ODAkinttdkg8QfTF_r) - Strachey讲座系列（高级计算机科学演讲）
- ### [Computer Science at Oxford University (Introductory Overview)](https://www.youtube.com/watch?v=JG-mHQX8eZw) - 牛津大学计算机科学（入门概述）

## ETH Zurich (苏黎世联邦理工学院)
- ### [Memory Systems Course Lecture Videos - Feb 2020](https://www.youtube.com/watch?v=FMxlfTctSD0&list=PL5Q2soXY2Zi9sfGdwxNbPuedLBNLMCskk) - 存储系统课程讲座视频（2020年2月）
- ### [Memory Systems Course Lecture Videos - Sept 2019](https://www.youtube.com/watch?v=1RE5bkK4A-g&list=PL5Q2soXY2Zi_aTU-FOVVc6SdYm2IF-ysX) - 存储系统课程讲座视频（2019年9月）
- ### [Memory Systems Course Lecture Videos - July 2019](https://www.youtube.com/watch?v=-Yg1Ll9K30o&list=PL5Q2soXY2Zi-hwiVCgcTgmnV3HH65QZnK) - 存储系统课程讲座视频（2019年7月）
- ### [Memory Systems Course Lecture Videos - June 2019](https://www.youtube.com/watch?v=bAcY6Lcp1Gs&list=PL5Q2soXY2Zi_gntM55VoMlKlw7YrXOhbl) - 存储系统课程讲座视频（2019年6月）
- ### [Memory Systems Course Lecture Videos - October 2018](https://www.youtube.com/watch?v=K8F8pKYaQcc&list=PL5Q2soXY2Zi-IymxXpH_9vlZCOeA7Yfn9) - 存储系统课程讲座视频（2018年10月）
- ### [Memory Systems Course Lecture Videos - July 2018](https://www.youtube.com/watch?v=LD0ncRtXtDo&list=PL5Q2soXY2Zi-HXxomthrpDpMJm05P6J9x) - 存储系统课程讲座视频（2018年7月）
- ### [ACACES Summer School Memory Systems Course Lecture Videos - 2018](https://www.youtube.com/playlist?list=PL5Q2soXY2Zi-HXxomthrpDpMJm05P6J9x) - ACACES暑期学校存储系统课程讲座视频（2018年）
- ### [ACACES Summer School Memory Systems Course Lecture Videos - 2013](https://www.youtube.com/playlist?list=PL5PHm2jkkXmidJOd59REog9jDnPDTG6IJ) - ACACES暑期学校存储系统课程讲座视频（2013年）
- ### [Graduate Computer Architecture Course Lecture Videos - 2020](https://www.youtube.com/watch?v=c3mPdZA-Fmc&list=PL5Q2soXY2Zi9xidyIgBxUz7xRPS-wisBN) - 研究生计算机体系结构课程讲座视频（2020年）
- ### [Graduate Computer Architecture Course Lecture Videos - 2019](https://www.youtube.com/watch?list=PL5Q2soXY2Zi-DyoI3HbqcdtUm9YWRR_z-&v=UC_ROevjIuM) - 研究生计算机体系结构课程讲座视频（2019年）
- ### [Graduate Computer Architecture Course Lecture Videos - 2018](https://www.youtube.com/watch?v=g3yH68hAaSk&list=PL5Q2soXY2Zi9JXe3ywQMhylk_d5dI-TM7) - 研究生计算机体系结构课程讲座视频（2018年）
- ### [Graduate Computer Architecture Course Lecture Videos - 2017](https://www.youtube.com/watch?v=wHVyshkyZ4w&list=PL5Q2soXY2Zi9OhoVQBXYFIZywZXCPl4M_) - 研究生计算机体系结构课程讲座视频（2017年）
- ### [Graduate Computer Architecture Course Lecture Videos - 2015](https://www.youtube.com/watch?v=M0y_Nvb9rGA&list=PL5PHm2jkkXmgVhh8CHAu9N76TShJqfYDt) - 研究生计算机体系结构课程讲座视频（2015年）
- ### [Graduate Computer Architecture Course Lecture Videos - 2013](https://www.youtube.com/watch?v=jE1uu0vkDM4&list=PL5PHm2jkkXmgDN1PLwOY_tGtUlynnyV6D) - 研究生计算机体系结构课程讲座视频（2013年）
- ### [Undergraduate Digital Design & Computer Architecture Course Lecture Videos - 2021](https://www.youtube.com/watch?v=LbC0EZY8yw4&list=PL5Q2soXY2Zi_uej3aY39YB5pfW4SJ7LlN) - 本科数字设计与计算机体系结构课程讲座视频（2021年）
- ### [Undergraduate Digital Design & Computer Architecture Course Lecture Videos - 2020](https://www.youtube.com/watch?v=AJBmIaUneB0&list=PL5Q2soXY2Zi_FRrloMa2fUYWPGiZUBQo2) - 本科数字设计与计算机体系结构课程讲座视频（2020年）
- ### [Undergraduate Digital Design & Computer Architecture Course Lecture Videos - 2019](https://www.youtube.com/watch?v=nA4T8sCPWtg&list=PL5Q2soXY2Zi8J58xLKBNFQFHRO3GrXxA9) - 本科数字设计与计算机体系结构课程讲座视频（2019年）
- ### [Undergraduate Digital Design & Computer Architecture Course Lecture Videos - 2018](https://www.youtube.com/watch?v=PMJxcArLU1E&list=PL5Q2soXY2Zi_QedyPWtRmFUJ2F8DdYP7l) - 本科数字设计与计算机体系结构课程讲座视频（2018年）
- ### [Undergraduate Digital Design & Computer Architecture Course Lecture Videos - 2017](https://www.youtube.com/watch?v=g7r16VYd544&list=PL5Q2soXY2Zi-IXWTT7xoNYpst5-zdZQ6y) - 本科数字设计与计算机体系结构课程讲座视频（2017年）
- ### [Undergraduate Digital Design & Computer Architecture Course Lecture Videos - 2015](https://www.youtube.com/watch?v=zLP_X4wyHbY&list=PL5PHm2jkkXmi5CxxI7b3JCL1TWybTDtKq) - 本科数字设计与计算机体系结构课程讲座视频（2015年）
- ### [Undergraduate Digital Design & Computer Architecture Course Lecture Videos - 2014](https://www.youtube.com/watch?v=hxzvtWEN7G4&list=PL5PHm2jkkXmgFdD9x7RsjQC4a8KQjmUkQ) - 本科数字设计与计算机体系结构课程讲座视频（2014年）
- ### [Undergraduate Digital Design & Computer Architecture Course Lecture Videos - 2013](https://www.youtube.com/watch?v=BJ87rZCGWU0&list=PL5PHm2jkkXmidJOd59REog9jDnPDTG6IJ) - 本科数字设计与计算机体系结构课程讲座视频（2013年）
- ### [Seminar in Computer Architecture Course Lecture Videos - Spring 2021](https://www.youtube.com/watch?v=t3m93ZpLOyw&list=PL5Q2soXY2Zi_awYdjmWVIUegsbY7TPGW4) - 计算机体系结构研讨会课程讲座视频（2021年春季）
- ### [Seminar in Computer Architecture Course Lecture Videos - Fall 2020](https://www.youtube.com/watch?v=6eNCAmUylyU&list=PL5Q2soXY2Zi_9iDEM8t1DUgnwYJU6qfka) - 计算机体系结构研讨会课程讲座视频（2020年秋季）
- ### [Seminar in Computer Architecture Course Lecture Videos - Spring 2020](https://www.youtube.com/watch?v=wB8iHMIeuaw&list=PL5Q2soXY2Zi-RdBwDEIsq0pmsrHWEttz6) - 计算机体系结构研讨会课程讲座视频（2020年春季）
- ### [Seminar in Computer Architecture Course Lecture Videos - Fall 2019](https://www.youtube.com/watch?v=Rh5XynlJrSM&list=PL5Q2soXY2Zi_22a-Br3hXr55hy7s3ZDwH) - 计算机体系结构研讨会课程讲座视频（2019年秋季）
- ### [Seminar in Computer Architecture Course Lecture Videos - Spring 2019](https://www.youtube.com/watch?v=6yITVKTDV0s&list=PL5Q2soXY2Zi8OJwH_bn9UQqSF4wWYSzkp) - 计算机体系结构研讨会课程讲座视频（2019年春季）
- ### [Seminar in Computer Architecture Course Lecture Videos - 2018](https://www.youtube.com/watch?v=Vhydn-RLYXk&list=PL5Q2soXY2Zi-R5gIzmy3SO7keDNnQ0b8v) - 计算机体系结构研讨会课程讲座视频（2018年）
- ### [Parallel Computer Architecture Course Lecture Videos](https://www.youtube.com/watch?v=yUtn_vUPbNg&list=PLSEZzvupP7hNjq3Tuv2hiE5VvR-WRYoW4) - 并行计算机体系结构课程讲座视频
- ### [2020 VLSI DAT-TSA Symposia Keynote Talk on "Intelligent Architectures for Intelligent Machines"](https://www.youtube.com/watch?v=c6_LgzuNdkw) - 2020年VLSI DAT-TSA研讨会主题演讲：“智能机器的智能体系结构”
- ### [2019 ChinaSys Keynote Talk on "Intelligent Architectures for Intelligent Machines"](https://www.youtube.com/watch?v=n8Aj_A0WSg8) - 2019年ChinaSys主题演讲：“智能机器的智能体系结构”
- ### [2019 ICCD Keynote Talk on "Processing Data Where It Makes Sense"](https://www.youtube.com/watch?v=njX_14584Jw) - 2019年ICCD主题演讲：“在合理场景下处理数据”
- ### [2019 ACM SIGARCH Maurice Wilkes Award Interview](https://www.youtube.com/watch?v=8ffSEKZhmvo) - 2019年ACM SIGARCH莫里斯·威尔克斯奖访谈
- ### [2019 APPT Keynote Talk on "Enabling In-Memory Computation"](https://www.youtube.com/watch?v=K0OcjxVVhEw) - 2019年APPT主题演讲：“支持内存计算”
- ### [2019 SAMOS Keynote Talk on "Intelligent Architectures for Intelligent Machines"](https://www.youtube.com/watch?v=gCmbpLbRo9A) - 2019年SAMOS主题演讲：“智能机器的智能体系结构”
- ### [2019 TU Wien Invited Talk on "Processing Data Where it Makes Sense"](https://www.youtube.com/watch?v=mZ4Fa0xL6BE) - 2019年维也纳技术大学特邀演讲：“在合理场景下处理数据”
- ### [2019 GWU Distinguished Lecture on "Computation in Memory"](https://www.youtube.com/watch?v=oHqsNbxgdzM) - 2019年乔治·华盛顿大学杰出讲座：“内存中的计算”
- ### [2019 AACBB Keynote Talk on "Accelerating Genome Analysis"](https://www.youtube.com/watch?v=hPnSmfwu2-A) - 2019年AACBB主题演讲：“加速基因组分析”
- ### [2019 UT Austin Endowed Lecture on "Memory Trends and RowHammer"](https://www.youtube.com/watch?v=7eBuf1RVNLY) - 2019年德克萨斯大学奥斯汀分校捐赠讲座：“存储趋势与RowHammer攻击”
- ### [2017 ETH Zurich Inaugural Lecture on "Future Computing Architectures"](https://youtu.be/kgiZlSOcGFM) - 2017年苏黎世联邦理工学院就职讲座：“未来计算体系结构”
- ### [2015 Stanford Seminar on "Rethinking Memory System Design (for Data-Intensive Computing)"](https://www.youtube.com/watch?v=F7xZLNMIY1E) - 2015年斯坦福大学研讨会：“重新思考存储系统设计（面向数据密集型计算）”
- ### [2015 SAMOS Keynote Talk on "Rethinking Memory System Design (for Data-Intensive Computing)"](https://www.youtube.com/watch?v=n-h9pgkzTKY) - 2015年SAMOS主题演讲：“重新思考存储系统设计（面向数据密集型计算）”
- ### [2014 "Rethinking the Systems We Design" Lecture Video](http://youtu.be/QPPaHi_rp5E) - 2014年讲座视频：“重新思考我们设计的系统”

## University of Toronto (多伦多大学)
- ### [ECE421: Introduction to Machine Learning (Winter 2019)](https://www.youtube.com/watch?v=FvAibtlARQ8) - ECE421：机器学习导论（2019年冬季）
- ### [Computer Science Department Channel (Various Lectures)](https://www.youtube.com/@UofTCompSci) - 计算机科学系频道（各类讲座）
- ### [Blockchain technology and the future of FinTech](https://learning.edx.org/course/course-v1:University_of_TorontoX+UTORFTC03+2T2023/block-v1:University_of_TorontoX+UTORFTC03+2T2023+type@sequential+block@2691c5db17904597a582b6818ae43287/block-v1:University_of_TorontoX+UTORFTC03+2T2023+type@vertical+block@af4bac9369604c3389db0b83b2dcad1e) - 区块链技术与金融科技的未来
- ### [Decentralized derivatives and governance in Blockchain](https://learning.edx.org/course/course-v1:University_of_TorontoX+UTORBLD03+2T2023/block-v1:University_of_TorontoX+UTORBLD03+2T2023+type@sequential+block@27b6a4d3bc5641419f8af23133718b8d/block-v1:University_of_TorontoX+UTORBLD03+2T2023+type@vertical+block@902884cc56ce4ea5b5ecb6ea079cd57a) - 区块链中的去中心化衍生品与治理

## UIUC (伊利诺伊大学厄巴纳-香槟分校)
- ### [CS446: Machine Learning (Fall 2016)](https://www.youtube.com/playlist?list=PLQcasX5-oG91TgY6A_gz-IW7YSpwdnD2O) - CS446：机器学习（2016年秋季）
- ### [CS128: Introduction to Computer Science (Various Lessons)](https://www.youtube.com/c/cs128/playlists) - CS128：计算机科学导论（各类课程）
- ### [CS225: Data Structures (Fall 2025 Lectures)](https://mediaspace.illinois.edu/channel/CS%2B225%2BFall%2B2025/383337492) - CS225：数据结构（2025年秋季讲座）
- ### [CS374: Introduction to Algorithms & Models of Computation (Fall 2023)](https://mediaspace.illinois.edu/channel/channelid/308117622) - CS374：算法与计算模型导论（2023年秋季）

## Cornell University (康奈尔大学)
- ### [Cornell CS4780 Machine Learning for Decision Making SP17](https://www.youtube.com/playlist?list=PLl8OlHZGYOQ7bkVbuRthEsaLr7bONzbXS) - 机器学习决策（CS 4780）
- ### [Algorithms (CS 4820)](https://www.youtube.com/watch?v=Iapz9pb5eRU) - 算法（CS 4820）
- ### [Introduction to Database Systems (CS 4320)](http://www.databaselecture.com/) - 数据库系统导论（CS 4320）
- ### [Computer Architecture (CS 3410)](https://www.youtube.com/@CornellCS-tt8ow) - 计算机体系结构（CS 3410）
- ### [Computer Graphics (CS 4620/5620)](https://www.youtube.com/playlist?list=PL9_jI1bdZmz2emSh0UQ5iOdT2xRHFHL7E) - 计算机图形学
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