└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # CS-Awesome-Courses 2 | 3 | > 欢迎通过 PR 分享别的优质计算机课程 4 | > 5 | > 如果出现任何错误或者过期链接，欢迎通过 PR 改正. 6 | 7 | ## Artificial Intelligence 8 | 9 | [吴恩达机器学习](https://www.coursera.org/learn/machine-learning) 10 | 11 | [CS224d: Deep Learning for Natural Language Processing](http://cs224d.stanford.edu/syllabus.html) 12 | 13 | [CS221: Artificial Intelligence: Principles and Techniques](http://web.stanford.edu/class/cs221/) 14 | 15 | [CS 20: Tensorflow for Deep Learning Research](https://web.stanford.edu/class/cs20si/syllabus.html) 16 | 17 | [CS234: Reinforcement Learning](http://web.stanford.edu/class/cs234/schedule.html) 18 | 19 | Amazon 李沐大神出的[《动手学深度学习》](https://discuss.gluon.ai/t/topic/753) 20 | 21 | 台湾大学林轩田教授 [《机器学习基石上》](https://www.coursera.org/learn/ntumlone-mathematicalfoundations)， [《机器学习基石下》](https://www.coursera.org/learn/ntumlone-algorithmicfoundations) 22 | 23 | 台湾大学[《Applied Deep Learning/Machine Learning and Having It Deep and Structured》](https://www.csie.ntu.edu.tw/~yvchen/f106-adl/syllabus.html) 24 | 25 | [UCB CS188](https://www.bilibili.com/video/av15630620/) 26 | 27 | [MIT 6.034](http://open.163.com/movie/2017/9/Q/S/MCTMNN3UI_MCTMNR8QS.html) 28 | 29 | 斯坦福 CS229 30 | - [视频](http://open.163.com/special/opencourse/machinelearning.html) 31 | - [讲义](https://github.com/Kivy-CN/Stanford-CS-229-CN) 32 | 33 | 斯坦福 CS231n 34 | - [视频](https://www.bilibili.com/video/av17204303/) 35 | - [讲义](https://zhuanlan.zhihu.com/p/21930884?refer=intelligentunit) 36 | 37 | 斯坦福 CS224d 38 | - [主页](http://cs224d.stanford.edu/) 39 | - [讲义](http://blog.csdn.net/column/details/dl-nlp.html) 40 | 41 | [斯坦福 CS20si](https://web.stanford.edu/class/cs20si/) 42 | 43 | 斯坦福 CS230 / DeepLearningAI 44 | - [视频](https://mooc.study.163.com/course/deeplearning_ai-2001281002#/info) 45 | - [笔记](http://ai-start.com/dl2017/) 46 | 47 | [MIT 6.S191](https://www.bilibili.com/video/av19113488) 48 | 49 | UCB CS294 50 | - [视频](https://www.bilibili.com/video/av9802698/) 51 | - [笔记](https://zhuanlan.zhihu.com/c_150977189) 52 | 53 | 54 | ## Operating System 55 | 56 | [MIT 大名鼎鼎的6.828]() 57 | 58 | [清华大学的OS课程 ucore,视频在学堂在线和bilibili均有]() 59 | 60 | 清华大学用Rust从零开始写OS(rCore-Tutorial-v3)，[代码](https://github.com/rcore-os/rCore-Tutorial-v3)，[文档](https://rcore-os.github.io/rCore-Tutorial-Book-v3/) 61 | 62 | [南京大学 ICS PA](https://nju-projectn.github.io/ics-pa-gitbook/ics2019/) 63 | 64 | [NJU ICS PA Bilibili](https://www.bilibili.com/video/BV1qa4y1j7xk) 65 | 66 | [NJU OS](https://www.bilibili.com/video/BV1HN41197Ko?p=1) 67 | 68 | 上海交通大学 操作系统 (陈海波、夏虞斌) 69 | - [上海交通大学 SE315](https://ipads.se.sjtu.edu.cn/courses/os/) 70 | - [视频课程（好大学在线） ](https://www.cnmooc.org/portal/course/5610/14956.mooc) 71 | - [对应教材 《现代操作系统——原理与实现》](https://ipads.se.sjtu.edu.cn/mospi/) 72 | - [配套 Lab](https://gitee.com/ipads-lab/chcore-lab) 73 | 74 | 75 | [CMU CSAPP 对应的课程 15213](https://www.cs.cmu.edu/~213/schedule.html) 76 | 77 | [CMU 15410/605](https://www.cs.cmu.edu/~410/) 78 | 79 | [Gate Lectures OS](https://www.youtube.com/playlist?list=PLEbnTDJUr_If_BnzJkkN_J0Tl3iXTL8vq) 80 | 81 | 82 | ## Programming Language 83 | 84 | [Structure and Interpretation of Computer Programs](https://book.douban.com/subject/1451622/) 85 | 86 | [CIS 194(学习haskell)]() 87 | 88 | [伯克利改的Python版SICP]() 89 | 90 | [华盛顿大学 Programming Languages]() 91 | 92 | [浓缩版mit 6.001(SICP)](http://web.mit.edu/alexmv/6.037/) 93 | 94 | 95 | ## Compliers 96 | 97 | [stanford CS143](http://web.stanford.edu/class/cs143/) 98 | 99 | [stanford CS243](https://suif.stanford.edu/~courses/cs243/) 100 | 101 | [stanford CS343](http://web.stanford.edu/class/cs343/) 102 | 103 | [Gate Lectures 编译](https://www.youtube.com/playlist?list=PLEbnTDJUr_IcPtUXFy2b1sGRPsLFMghhS) 104 | 105 | 106 | ## Database System 107 | 108 | [CMU 15445](https://15445.courses.cs.cmu.edu/fall2019/#) 109 | 110 | [CMU 15721](https://15721.courses.cs.cmu.edu/spring2019/) 111 | 112 | [MIT 6.830/6.814]() 113 | 114 | [pingcap talent-plan](https://zhuanlan.zhihu.com/p/61340679) 115 | 116 | [instruction](https://docs.google.com/document/d/1UG0OHuL6l_hHWs3oyT9gA2n7LuYUfV23nmz0tRvXq2k/edit#heading=h.ywlair765ic9) 117 | 118 | [cs 245](http://web.stanford.edu/class/cs245/#schedule) 119 | 120 | [斯坦福 CS346](https://web.stanford.edu/class/cs346/2015/) 121 | 122 | [伯克利 CS 186](https://cs186berkeley.net/) 123 | 124 | [斯坦福 CS145](https://www.bilibili.com/video/av19616961/) 125 | 126 | [华盛顿大学 CSE444](https://courses.cs.washington.edu/courses/cse444/15sp/) 127 | 128 | 129 | ## Distributed System 130 | 131 | 132 | [MIT 6.824](https://pdos.csail.mit.edu/6.824/) 133 | 134 | [Stanford CS244b: Distributed systems](https://www.scs.stanford.edu/14au-cs244b/) 135 | 136 | [CMU 15-440/640, Spring 2016: Distributed Systems](https://www.cs.cmu.edu/~15-440/) 137 | 138 | 139 | ## Data Structures and Algorithms 140 | 141 | [UCB CS61b](https://inst.eecs.berkeley.edu/~cs61b/) 142 | 143 | [普林斯顿 Algs4](http://algs4.cs.princeton.edu/) 144 | 145 | [MIT 6.006](http://open.163.com/special/opencourse/algorithms.html) 146 | 147 | [Gate Lectures 算法和数据结构](https://www.youtube.com/playlist?list=PLEbnTDJUr_IeHYw_sfBOJ6gk5pie0yP-0) 148 | 149 | [《算法 第四版》](https://algs4.cs.princeton.edu/home/) 150 | 151 | 普林斯顿在 [Coursera](https://www.coursera.org/) 上也公开了两门对应课程：[Algorithms, Part I](https://www.coursera.org/learn/algorithms-part1) 和 [Algorightmsm, Part2](https://www.coursera.org/learn/algorithms-part2) 152 | 153 | [斯坦福 CS106b](http://open.163.com/special/opencourse/abstractions.html) (broken link) 154 | 155 | 156 | ## Computer Networking 157 | 158 | [cmu15441](https://computer-networks.github.io/sp19/) 159 | 160 | [cs144](https://cs144.github.io/) 161 | 162 | [top to down approach](http://uniteng.com/wiki/doku.php?id=classlog:computer_networks) 163 | 164 | [myk's top-to-down](https://github.com/moranzcw/Computer-Networking-A-Top-Down-Approach-NOTES) 165 | 166 | [伯克利 EE122](https://www2.eecs.berkeley.edu/Courses/EE122/) 167 | 168 | [Gate Lectures 计网](https://www.youtube.com/playlist?list=PLEbnTDJUr_IegfoqO4iPnPYQui46QqT0j) 169 | 170 | [斯坦福 CS144](https://www.bilibili.com/video/av11930774/) 171 | 172 | 173 | ## Computer Architecture 174 | 175 | [nand2tetris](http://www.nand2tetris.org/) 176 | 177 | CMU 15-213 178 | - [视频](https://www.bilibili.com/video/BV1iW411d7hd) 179 | - [讲义](https://hansimov.gitbook.io/csapp/) 180 | 181 | MIT 6.828 182 | - [主页](https://pdos.csail.mit.edu/6.828/) 183 | - [xv6中文文档](https://th0ar.gitbooks.io/xv6-chinese/content/content/cover.html) 184 | 185 | [UCB CS61c](http://www-inst.eecs.berkeley.edu/~cs61c/) 186 | 187 | --------------------------------------------------------------------------------