---
title: 公开课
date: 2017-08-31 10:46:28
---

这里是我推荐的一些优秀公开课。

## 编程

+   [哈佛 CS50](http://open.163.com/special/opencourse/cs50.html)
+   MIT 6.00.1x
    +   [视频](http://www.xuetangx.com/courses/course-v1:MITx+6_00_1x+sp/about)
    +   [中文版教材](https://gitbook.com/book/lenkimo/byte-of-python-chinese-edition/details)
+   UCB CS61a
    +   [主页](https://cs61a.org/)
    +   [中文版教材](https://github.com/wizardforcel/sicp-py-zh)

## 数据结构·算法

+   [斯坦福 CS106b](http://open.163.com/special/opencourse/abstractions.html)
+   [UCB CS61b](https://inst.eecs.berkeley.edu/~cs61b/)
+   [普林斯顿 Algs4](http://algs4.cs.princeton.edu/)
+   [MIT 6.006](http://open.163.com/special/opencourse/algorithms.html)
+   [Gate Lectures 算法和数据结构](https://www.youtube.com/playlist?list=PLEbnTDJUr_IeHYw_sfBOJ6gk5pie0yP-0)

## 系统

+   [nand2tetris](http://www.nand2tetris.org/)
+   CMU 15-213
    +   [视频](https://www.bilibili.com/video/av20304787)
    +   [笔记](http://wdxtub.com/2016/04/16/thin-csapp-1/)
+   MIT 6.828
    +   [主页](https://pdos.csail.mit.edu/6.828/)
    +   [中文版教材](https://www.gitbook.com/book/th0ar/xv6-chinese)
+   [UCB CS61c](http://www-inst.eecs.berkeley.edu/~cs61c/)
+   [MIT 6.824](https://pdos.csail.mit.edu/6.824/)
+   [斯坦福 CS144](https://www.bilibili.com/video/av11930774/)
+   [斯坦福 CS145](https://www.bilibili.com/video/av19616961/)
+   [Gate Lectures OS](https://www.youtube.com/playlist?list=PLEbnTDJUr_If_BnzJkkN_J0Tl3iXTL8vq)
+   [Gate Lectures 计网](https://www.youtube.com/playlist?list=PLEbnTDJUr_IegfoqO4iPnPYQui46QqT0j)

## 编译

+   [斯坦福 CS143](http://web.stanford.edu/class/cs143/)
+   [斯坦福 CS243](https://suif.stanford.edu/~courses/cs243/)
+   [斯坦福 CS343](http://web.stanford.edu/class/cs343/)
+   [Gate Lectures 编译](https://www.youtube.com/playlist?list=PLEbnTDJUr_IcPtUXFy2b1sGRPsLFMghhS)

## 理论

+   [Gate Lectures 数字逻辑](https://www.youtube.com/playlist?list=PLEbnTDJUr_Ica5kK6UypsWpf95Ut2sK3o)
+   [Gate Lectures 计算理论](https://www.youtube.com/playlist?list=PLEbnTDJUr_IdM___FmDFBJBz0zCsOFxfK)

## 数据科学

+   [MIT 18.003](http://www-math.mit.edu/~djk/calculus_beginners/)
+   MIT 18.06
    +   [视频](http://open.163.com/special/opencourse/daishu.html)
    +   [笔记](https://github.com/zlotus/notes-linear-algebra)
+   [斯坦福 CS109](https://web.stanford.edu/class/cs109/)
+   [UCB Prob140](https://prob140.org/)
+   [UCB STAT150](https://www.stat.berkeley.edu/~aldous/150/)
+   [UCB STAT153](https://www.stat.berkeley.edu/~aditya/styled-5/index.html)
+   [UCB STAT155](https://www.stat.berkeley.edu/~peres/155.html)
+   [斯坦福 博弈论](http://www.game-theory-class.org/)
+   耶鲁 ECON159
    +   [视频](http://open.163.com/special/gametheory/)
    +   [讲义](https://download.csdn.net/download/wizardforcel/10294261)
+   [斯坦福 CVX101](https://www.bilibili.com/video/av8907218/)
+   UCB DATA8
    +   [主页](http://data8.org/)
    +   [中文版教材](https://github.com/Kivy-CN/data8-textbook-zh)
+   [UCB DS100](http://www.ds100.org/)
+   [MIT 6.00.2x](http://www.xuetangx.com/courses/MITx/6_00_2x/2014_T2/about)

## 机器学习

+   [UCB CS188](https://www.bilibili.com/video/av15630620/)
+   [MIT 6.034](http://open.163.com/movie/2017/9/Q/S/MCTMNN3UI_MCTMNR8QS.html)
+   斯坦福 CS229
    +   [视频](http://open.163.com/special/opencourse/machinelearning.html)
    +   [讲义](https://github.com/Kivy-CN/Stanford-CS-229-CN)
+   斯坦福 CS231n
    +   [视频](https://www.bilibili.com/video/av17204303/)
    +   [讲义](https://zhuanlan.zhihu.com/p/21930884?refer=intelligentunit)
+   斯坦福 CS224d
    +   [主页](http://cs224d.stanford.edu/)
    +   [讲义](http://blog.csdn.net/column/details/dl-nlp.html)
+   [斯坦福 CS20si](https://web.stanford.edu/class/cs20si/)
+   斯坦福 CS230 / DeepLearningAI
    +   [视频](https://mooc.study.163.com/course/deeplearning_ai-2001281002#/info)
    +   [笔记](http://ai-start.com/dl2017/)
+   [MIT 6.S191](https://www.bilibili.com/video/av19113488)
+   UCB CS294
    +   [视频](https://www.bilibili.com/video/av9802698/)
    +   [笔记](https://zhuanlan.zhihu.com/c_150977189)

## 商业·理财

+   [斯坦福 CS183](http://blog.csdn.net/wizardforcel/article/details/79633508)
+   斯坦福 CS183b
    +   [视频](http://open.163.com/special/opencourse/startup.html)
    +   [笔记](http://download.csdn.net/download/wizardforcel/10015140)
+   [斯坦福 CS183c](http://blog.csdn.net/wizardforcel/article/details/79440956)
+   [斯坦福 CS183f](http://blog.csdn.net/wizardforcel/article/details/79547908)
+   [斯坦福 CS007](https://cs007.blog/)

## 高校课程资源汇总

以下是由广大网友整理的，某一高校的课程资源汇总。

+   [浙江大学课程攻略共享计划](https://github.com/QSCTech/zju-icicles)
+   [中国科学技术大学课程资源](https://github.com/USTC-Resource/USTC-Course)
+   [北京大学 EECS 课程资源](https://github.com/EECS-PKU-XSB/Shared-learning-materials)
+   上海交通大学软件学院课程资源
    +   [代码（大作业、Lab）](https://github.com/SJTU-SE/awesome-se)
    +   [课件](https://github.com/sjtu-se-courseware/sjtu-se-courseware)
+   [北京林业大学信息学院课程攻略](https://github.com/bljx/BFU-leaf)
