2 月份开始你可以去学习的 440 多个免费的编程&计算机科学的在线课程
============================================================

![](https://cdn-images-1.medium.com/max/1250/1*c28Ze3oxasgGMGaV7-qoFw.png)

六年前，一些大学如 MIT 和斯坦福首次向公共免费开放了他们的在线课程。现在，全世界超过 800 所学校已经创建了成千上万的免费课程。

我编制了一个有 440 多个免费在线课程的清单，你可以从这个月开始去学习它了。为了这个清单，我利用了一个超过 9000 课程的 [班级中心][450] 的数据库。也包括了每个课程的平均评分。


![](https://cdn-images-1.medium.com/max/1250/1*qc6pW2c3mjTHVo45iCJaaQ.png)
[班级中心][1] 的主页

按它们不同的级别，我将这些课程分成以下三类：

*   初级

*   中级

*   高级

对于首次出现的课程，我标记为 [NEW]。

这些课程中的大多数都是可以自学的。其余的将在二月份的某个时间为你奉上。2018 年，在班级中心的[计算机科学][451]、[数据科学][452]、和 [编程][453] 主题的页面上，你可以找到与这个技术相关的完整的清单。

我也知道，这个长长的清单，可能会让学习编程的新手望而却步。在这些课程中，你可以找到 [David Venturi][454] 推荐的非常有用的最佳 [数据科学在线课程][455]  —  即使你不想学习数据科学。以后，我想去创建更多的这种指南。

最后，如果你不知道如何去注册这些免费课程，没关系 —— 我也写了一篇 [如何去注册][456] 的文章。

### 初级（112）

*   [Python 交互式编程入门（第 1 部分）][2] 来自 _Rice University_  ★★★★★(3018)

*   [计算机科学入门和使用 Python 编程][3] 来自  _Massachusetts Institute of Technology_  ★★★★★(115)

*   [学习编程：基本原理][4] 来自  _University of Toronto_ ★★★★★(100)

*   [计算机科学入门][5] 来自  _University of Virginia_  ★★★★☆(68)

*   [CS50 的计算机科学入门][6] 来自  _Harvard University_ ★★★★★(65)

*   [Python 交互式编程入门（第 2 部分）][7] 来自  _Rice University_  ★★★★★(52)

*   [如何使用 Git 和 GitHub][8]

*   [Linux 入门][9] 来自  _Linux Foundation_  ★★★★☆(37)

*   [因特网历史、技术、和安全][10] 来自  _University of Michigan_ ★★★★★(36)

*   [HTML 和 CSS 入门][11]

*   [VBA/Excel 编程入门][12] 来自  _Cal Poly Pomona_ ★★★★☆(26)

*   [[New] CS50 的理解技术][13] 来自  _Harvard University_ 

*   [[New] CS50 的为商务人士的计算机科学][14] 来自  _Harvard University_ 

*   [[New] Introducción a la programación en Java: cómo comenzar a programar][15] 来自  _Universidad Carlos iii de Madrid_ 

*   [[New] 物联网 (IoT) 入门][16] 来自  _Curtin University_ 

*   [[New] 使用 Git 管理版本][17] 来自  _Atlassian_ 

*   [JavaScript 基础][18]

*   [CS101: 计算机科学 101][19] 来自  _Stanford University_  ★★★★☆(15)

*   [编程基础][20] 来自  _Indian Institute of Technology Bombay_ ★★☆☆☆(13)

*   [Web 安全基本原理][21] 来自  _KU Leuven University_  ★★★★☆(12)

*   [Python 编程基础][22]

*   [网络：计算机网络入门][23] 来自  _Stanford University_  ★★★★★(11)

*   [DB：数据库入门][24] 来自  _Stanford University_  ★★★★★(11)

*   [数字多媒体&移动应用创意编程][25] 来自  _University of London International Programmes_  ★★★★☆(10)

*   [使用 JavaScript、HTML 和 CSS 基础][26] 来自  _Duke University_  ★★★★☆(9)

*   [实用安全][27] 来自  _University of Maryland, College Park_  ★★★☆☆(9)

*   [Bootstrap 入门 — 一个教程][28] 来自  _Microsoft_  ★★★☆☆(9)

*   [HTML5 编码基础和最佳实践][29] 来自  _World Wide Web Consortium (W3C)_  ★★★★☆(9)

*   [大家都来学 Python  —  浏览信息][30]

*   [学习编程：编写高品质代码][31] 来自  _University of Toronto_ ★★★★☆(7)

*   [使用 p5.js 为视觉艺术编程入门][32] 来自  _University of California, Los Angeles_  ★★★★★(7)

*   [关系型数据库入门][33]

*   [jQuery 入门][34] 来自  _Microsoft_  ★★★★☆(5)

*   [HTML5 和 CSS 基础][35] 来自  _World Wide Web Consortium (W3C)_ ★★★★☆(5)

*   [Java 编程基础][36]

*   [Linux 命令行基础][37]

*   [Java 编程入门 — 第 1 部分][38] 来自  _The Hong Kong University of Science and Technology_  ★★★★☆(4)

*   [Java 编程入门：在 Java 中写代码][39] 来自  _Universidad Carlos iii de Madrid_  ★★★★☆(4)

*   [计算机编程范例 — 抽象和并发][40]来自  _Université catholique de Louvain_  ★★★★☆(4)

*   [计算机编程范例 — 基本原理][41] 来自  _Université catholique de Louvain_  ★★★★★(4)

*   [在 Scratch 中编程][42] 来自  _Harvey Mudd College_  ★★★★★(4)

*   [使用 JavaScript 的 Web 编程][43] 来自  _University of Pennsylvania_ ★★★★★(2)

*   [计算的美与乐 — AP® CS 原理 第 1 部分][44] 来自  _University of California, Berkeley_  ★★★★★(2)

*   [Python 计算入门][45] 来自  _Georgia Institute of Technology_  ★★★★★(2)

*   [面向对象的编程][46] 来自  _Indian Institute of Technology Bombay_ ★★★★☆(2)

*   [思维. 创新. 代码][47] 来自  _University of Adelaide_  ★★★★★(2)

*   [智能手机中的计算技术][48] 来自  _Cornell University_  ★★★★★(2)

*   [Android 基础：编写你的第一个 App][49] 来自  _Google_  ★★★★☆(2)

*   [学习 Python 编程][50] 来自  _University of Texas Arlington_ ★★★★★(2)

*   [HTML 和 JavaScript 入门][51] 来自  _Microsoft_  ★★★★★(2)

*   [大众计算机科学：计算机科学和 Python 编程入门][52]来自  _Harvey Mudd College_  ★★★★★(2)

*   [JavaScript 入门][53]

*   [Android 新手入门][54]

*   [网络：友好，金钱，和字节][55] 来自  _Princeton University_ ★★★☆☆(1)

*   [如何编码：数据基础][56] 来自  _The University of British Columbia_ ★★★★★(1)

*   [使用 Wordpress 开发和设计 Web][57] 来自  _California Institute of the Arts_  ★★★★☆(1)

*   [Android App 新手开发指南][58] 来自  _Galileo University_ ★☆☆☆☆(1)

*   [Android App 新手开发指南][59] 来自  _Galileo University_ ★☆☆☆☆(1)

*   [艺术家的 Web 编码基础][60] 来自  _National University of Singapore_  ★★★★☆(1)

*   [ReactJS 入门][61] 来自  _Microsoft_  ★★☆☆☆(1)

*   [Node.js 入门][62] 来自  _Microsoft_  ★★★★★(1)

*   [学习 Java 编程][63] 来自  _Microsoft_  ★★★★★(1)

*   [计算：艺术、魔术、科学][64] 来自  _ETH Zurich_  ★★★★☆(1)

*   [Cyber 安全：居家安全、在线、生活][65] 来自  _Newcastle University_ ★★★☆☆(1)

*   [软件工程师基础][66] 来自  _Technische Universität München (Technical University of Munich)_  ★★★★★(1)

*   [我的计算机科学: 计算机科学新手指南][67] 来自  _Harvey Mudd College_ ★★★☆☆(1)

*   [使用 Git 管理版本][68]

*   [大众 Web 应用][69]

*   [CS50’s AP® 计算机科学原理][70] 来自  _Harvard University_ 

*   [编程基础][71] 来自  _Duke University_ 

*   [Cyber 安全入门][72] 来自  _University of Washington_ 

*   [Python 表示数据][73] 来自  _Rice University_ 

*   [Python 编程基础][74] 来自  _Rice University_ 

*   [软件工程师：入门][75] 来自  _The University of British Columbia_ 

*   [Web 开发入门][76] 来自  _University of California, Davis_ 

*   [Java 编程入门 — 第 2 部分][77] 来自  _The Hong Kong University of Science and Technology_ 

*   [Excel/VBA 解决创意问题, 第 2 部分][78] 来自  _University of Colorado Boulder_ 

*   [Excel/VBA 解决创意问题，第 2 部分][79] 来自  _University of Colorado Boulder_ 

*   [AP 计算机科学 A：Java 编程的多态和高级数据结构][80] 来自  _Purdue University_ 

*   [AP 计算机科学 A：Java 编程的循环和数据结构][81]来自  _Purdue University_ 

*   [AP 计算机科学 A：Java 编程的类和对象][82] 来自  _Purdue University_ 

*   [Android 开发的 Java 基础][83] 来自  _Galileo University_ 

*   [很赚钱的 Android Apps 所使用的商业模式][84] 来自  _Galileo University_ 

*   [很赚钱的 Android Apps 所使用的商业模式][85] 来自  _Galileo University_ 

*   [Android 开发的 Java 基础][86] 来自  _Galileo University_ 

*   [Java 编程入门：写出好代码][87] 来自  _Universidad Carlos iii de Madrid_ 

*   [Cyber 安全基础：动手实践][88] 来自  _Universidad Carlos iii de Madrid_ 

*   [业务深度学习][89] 来自  _Yonsei University_ 

*   [TCP/IP 入门][90] 来自  _Yonsei University_ 

*   [视频游戏设计和平衡][91] 来自  _Rochester Institute of Technology_ 

*   [Web 易用性][92] 来自  _Google_ 

*   [移动 Web 开发][93] 来自  _Google_ 

*   [Python 编程入门][94] 来自  _University of Texas Arlington_ 

*   [Python 入门：从零开始][95] 来自  _Microsoft_ 

*   [Python：基础][96] 来自  _Microsoft_ 

*   [设计思想入门][97] 来自  _Microsoft_ 

*   [逻辑和计算思维][98] 来自  _Microsoft_ 

*   [像专家一样写代码][99] 来自  _Microsoft_ 

*   [Java 中的面向对象编程][100] 来自  _Microsoft_ 

*   [CSS 基础 来自  _Microsoft_ 

*   [计算：艺术、魔术、科学 — 第 2 部分][102] 来自  _ETH Zurich_ 

*   [JavaScript 入门][103] 来自  _World Wide Web Consortium (W3C)_ 

*   [Python 的面向对象编程：创建你自己的冒险游戏][104] 来自  _Raspberry Pi Foundation_ 

*   [学习 Swift 编程语法][105]

*   [JavaScript 和 DOM][106]

*   [能源行业中的区块链][107] 来自  _InnoEnergy_ 

*   [虚拟现实入门][108]

*   [ES6 — 改善后的 JavaScript][109]

*   [Python 入门][110]

*   [HTTP & Web 服务器][111]

*   [GitHub & 合作][112]

*   [Swift 新手指南][113]

### 中级（259）

*   [机器学习][114] 来自  _Stanford University_  ★★★★★(325)
*   [算法，第 1 部分][115] 来自  _Princeton University_  ★★★★★(58)
*   [为音乐家和艺术家的机器学习][116] 来自  _Goldsmiths, University of London_  ★★★★★(57)
*   [密码学 I][117] 来自  _Stanford University_  ★★★★★(49)
*   [CS188.1x：人工智能][118] 来自  _University of California, Berkeley_ ★★★★★(30)
*   [计算的原理（第 1 部分）][119] 来自  _Rice University_  ★★★★★(29)
*   [[New] 算法设计和技术][120] 来自  _University of California, San Diego_ 
*   [软件安全][121]来自  _University of Maryland, College Park_ ★★★★☆(25)
*   [[New] 柔性计算入门][122] 来自  _Indian Institute of Technology, Kharagpur_ 
*   [[New] 云计算][123] 来自  _Indian Institute of Technology, Kharagpur_ 
*   [[New] 数据库管理系统][124] 来自  _Indian Institute of Technology, Kharagpur_ 
*   [[New] Haskell 编程入门][125] 来自  _Chennai Mathematical Institute_ 
*   [算法，第 II 部分][126] 来自  _Princeton University_  ★★★★★(21)
*   [越来越容易的专业 Web 易访问性审计][127] 来自  _Chang School of Continuing Education_  ★★★★★(21)
*   [在 Rails 上使用 Ruby 进行敏捷开发 — 基础篇][128] 来自  _University of California, Berkeley_  ★★★★★(19)
*   [自动化理论][129] 来自  _Stanford University_  ★★★★☆(18)
*   [机器学习入门][130] 来自  _Stanford University_  ★★★★☆(18)
*   [Web 开发][131]
*   [计算原理（第 2 部分）][132] 来自  _Rice University_  ★★★★☆(16)
*   [Android 开发新手指南][133] 来自  _Google_  ★★★★☆(16)
*   [C 程序员学习 C++，Part A][134] 来自  _University of California, Santa Cruz_ ★★★☆☆(16)
*   [代码的本质][135] 来自  _Processing Foundation_  ★★★★★(16)
*   [游戏开发的概念][136] 来自  _Swinburne University of Technology_ ★★★★☆(15)
*   [算法的思想（第 1 部分）][137] 来自  _Rice University_  ★★★★☆(14)
*   [计算机程序的设计][138] 来自  _Stanford University_  ★★★★☆(13)
*   [Java 编程：用软件解决问题][139] 来自  _Duke University_ ★★★☆☆(13)
*   [Web 响应设计][140] 来自  _University of London International Programmes_  ★★★★☆(12)
*   [离散优化][141] 来自  _University of Melbourne_  ★★★★☆(12)
*   [游戏开发入门][142] 来自  _Michigan State University_ ★★★★★(12)
*   [函数式编程入门][143] 来自  _Delft University of Technology_  ★★★★☆(11)
*   [开发 Android Apps][144] 来自  _Google_  ★★★☆☆(11)
*   [面向对象的 JavaScript][145] 来自  _Hack Reactor_  ★★★★★(11)
*   [编程语言][146] 来自  _University of Virginia_  ★★★☆☆(10)
*   [算法的思想（第 2 部分）][147] 来自  _Rice University_  ★★★★☆(9)
*   [Web 响应设计基础][148] 来自  _Google_  ★★★★★(9)
*   [图像和视频处理：从火星到好莱坞而止于医院][149] 来自  _Duke University_  ★★★★☆(8)
*   [密码学][150] 来自  _University of Maryland, College Park_  ★★★★☆(8)
*   [密码学][151] 来自  _University of Maryland, College Park_  ★★★★☆(8)
*   [学习数据（机器学习入门）][152] 来自  _California Institute of Technology_  ★★★★★(8)
*   [Julia 科学编程][153] 来自  _University of Cape Town_  ★★★★★(8)
*   [云计算应用程序，第 1 部分：云系统和基础设施][154]来自  _University of Illinois at Urbana-Champaign_  ★★★☆☆(7)
*   [Swift 编程入门][155] 来自  _University of Toronto_ ★☆☆☆☆(7)
*   [Software 测试][156] 来自  _University of Utah_  ★★★★☆(7)
*   [使用 MongoDB 管理数据][157] 来自  _MongoDB University_  ★★★★☆(7)
*   [AJAX 入门][158]
*   [计算机架构][159] 来自  _Princeton University_  ★★★★☆(6)
*   [物联网：我们如何用它？][160] 来自  _University of California, San Diego _ ★★☆☆☆(6)
*   [Meteor.js 开发入门][161]来自  _University of London International Programmes_  ★★★★☆(6)
*   [如何编码：系统化程序设计 — 第 1 部分][162] 来自  _The University of British Columbia_  ★★★★☆(6)
*   [DevOps 入门][163] 来自  _Nutanix_  ★★★☆☆(6)
*   [全栈基础][164]
*   [算法入门][165]
*   [Java 中的软件架构][166] 来自  _Massachusetts Institute of Technology_ ★★★★★(5)
*   [在 Rails 上使用 Ruby 进行敏捷开发  —  高级篇][167] 来自  _University of California, Berkeley_  ★★★★★(5)
*   [计算机图形][168] 来自  _University of California, Berkeley_  ★★★★☆(5)
*   [软件开发过程][169] 来自  _Georgia Institute of Technology_ ★★★★☆(5)
*   [计算机网络][170] 来自  _Georgia Institute of Technology_  ★★★★☆(5)
*   [Java 编程：数组、列表、和数据结构][171] 来自  _Duke University_  ★★★★★(5)
*   [云计算概念：第 2 部分][172] 来自  _University of Illinois at Urbana-Champaign_  ★★★★★(5)
*   [HTML5 游戏开发][173] 来自  _Google_  ★★★☆☆(5)
*   [C++ 入门][174] 来自  _Microsoft_  ★★★★☆(5)
*   [软件调试][175] 来自  _Saarland University_  ★★★★★(5)
*   [并行编程概念][176]
*   [使用 Swift 开发 iOS App 入门][177]
*   [物联网：配置你的 DragonBoard™ 开发平台][178]来自  _University of California, San Diego _ ★★★☆☆(4)
*   [物联网 & 增强现实新技术][179] 来自  _Yonsei University_  ★★★☆☆(4)
*   [Database 管理基础][180] 来自  _University of Colorado System_ ★★★★☆(4)
*   [Web 网络性能优化][181] 来自  _Google_  ★★★★☆(4)
*   [移动开发者的 UX 设计][182] 来自  _Google_  ★★★★★(4)
*   [使用 Transact-SQL 查询数据][183] 来自  _Microsoft_  ★★★★☆(4)
*   [计算机图形交互][184] 来自  _The University of Tokyo_  ★★☆☆☆(4)
*   [jQuery 入门][185]
*   [将 Python 用于研究][186] 来自  _Harvard University_  ★★★☆☆(3)
*   [图解网络：无需微积分][187] 来自  _Princeton University_ ★★★★☆(3)
*   [VLSI CAD 第 I 部分：逻辑][188] 来自  _University of Illinois at Urbana-Champaign_ ★★★★★(3)
*   [物联网：通讯技术][189] 来自  _University of California, San Diego _ ★★★☆☆(3)
*   [MATLAB 和 Octave 的新手指南][190] 来自  _École Polytechnique Fédérale de Lausanne_  ★★★☆☆(3)
*   [无线通讯新技术][191] 来自  _Yonsei University_ ★★★★☆(3)
*   [JavaScript Promises][192] 来自  _Google_  ★★★★★(3)
*   [Android 基础：多屏 Apps][193] 来自  _Google_  ★★★★☆(3)
*   [Android 基础：用户输入][194] 来自  _Google_  ★★★★☆(3)
*   [DevOps：开发者如何入门][195] 来自  _Microsoft_  ★★★★☆(3)
*   [自主移动机器人][196] 来自  _ETH Zurich_  ★★★☆☆(3)
*   [敏捷软件开发][197] 来自  _ETH Zurich_  ★★★★☆(3)
*   [JavaScript 调试][198]
*   [配置 Linux Web 服务器][199]
*   [JavaScript 设计模式][200]
*   [编译器][201] 来自  _Stanford University_  ★★★★☆(2)
*   [LPL: 语言，验证和逻辑][202] 来自  _Stanford University_  ★★★★★(2)
*   [移动应用程序体验（第 1 部分）：从一个领域到一个应用程序创意][203]来自  _Massachusetts Institute of Technology_  ★★★★★(2)
*   [机器学习：自主学习][204] 来自  _Brown University_ ★★★★★(2)
*   [编程语言，Part B][205] 来自  _University of Washington_ ★★★★★(2)
*   [响应式 Web 网站教程和示例][206] 来自  _University of London International Programmes_  ★★★★★(2)
*   [iOS App 开发基础][207] 来自  _University of Toronto_  ★★★★☆(2)
*   [编程、数据结构和算法][208] 来自  _Indian Institute of Technology Madras_  ★★☆☆☆(2)
*   [Android App 组件 — 服务、本地 IPC、以及内容提供者][209]来自  _Vanderbilt University_  ★★★☆☆(2)
*   [Android App 组件 — Intents、Activities、和广播接收器][210]来自  _Vanderbilt University_  ★★★☆☆(2)
*   [Android 移动应用程序开发入门][211] 来自  _The Hong Kong University of Science and Technology_  ★★★★☆(2)
*   [因特网新兴技术][212] 来自  _Yonsei University_  ★★★☆☆(2)
*   [面向对象的设计][213] 来自  _University of Alberta_  ★★★☆☆(2)
*   [Android 基础：网络][214] 来自  _Google_  ★★★★☆(2)
*   [浏览器底层优化][215] 来自  _Google_  ★★★★☆(2)
*   [Google 云平台基础：核心基础设施][216] 来自  _Google_ ★★★★☆(2)
*   [客户端-服务器通讯][217] 来自  _Google_  ★★★★★(2)
*   [开发国际化软件，第 1 部分][218] 来自  _Microsoft_  ★★★★☆(2)
*   [使用 Power BI 分析和可视化数据][219] 来自  _Microsoft_ ★★★★★(2)
*   [Web 开发者之网络][220]
*   [计算结构2：计算机架构][221] 来自  _Massachusetts Institute of Technology_  ★★★★☆(1)
*   [软件开发基础][222] 来自  _University of Pennsylvania_ ★★★☆☆(1)
*   [软件架构与设计][223] 来自  _Georgia Institute of Technology_ ★★★★★(1)
*   [数据库系统概念与设计][224] 来自  _Georgia Institute of Technology_ ★★★★☆(1)
*   [编程语言，Part C][225] 来自  _University of Washington_ ★★★★★(1)
*   [如何编码：复杂数据][226] 来自  _The University of British Columbia_ ★★★★★(1)
*   [产品设计冲刺][227] 来自  _University of Virginia_  ★★★☆☆(1)
*   [Android 之 Java][228] 来自  _Vanderbilt University_  ★☆☆☆☆(1)
*   [使用 NodeJS、Express 和 MongoDB 进行服务器侧开发][229] 来自  _The Hong Kong University of Science and Technology_  ★★★★★(1)
*   [Cyber 安全经济][230] 来自  _Delft University of Technology_ ★★☆☆☆(1)
*   [Web 应用程序开发：基本概念][231] 来自  _University of New Mexico_  ★★★★☆(1)
*   [算法][232] 来自  _Indian Institute of Technology Bombay_  ★★★★★(1)
*   [Android：Introducción a la Programación][233] 来自  _Universitat Politècnica de València_  ★★★★☆(1)
*   [面向服务的架构][234] 来自  _University of Alberta_  ★★★★★(1)
*   设计模式][235] 来自  _University of Alberta_  ★☆☆☆☆(1)
*   [Cybersecurity 和便捷性][236] 来自  _University System of Georgia_ ★☆☆☆☆(1)
*   [Google 云平台基础之 AWS 安全专家篇][237] 来自  _Google Cloud_  ★★☆☆☆(1)
*   [Android 基础：用户界面][238] 来自  _Google_  ★★☆☆☆(1)
*   [使用 Kubernetes 的弹性微服务][239] 来自  _Google_  ★★★★☆(1)
*   [用 Java 开发弹性应用程序][240] 来自  _Google_  ★★★★☆(1)
*   [Android 性能][241] 来自  _Google_  ★★★★★(1)
*   [Android 基础：点击按钮][242] 来自  _Google_  ★★★☆☆(1)
*   [Android 和 Java 的 Gradle][243] 来自  _Google_  ★★★★★(1)
*   [VR 软件开发][244] 来自  _Google_  ★★★★☆(1)
*   [用 Python 开发弹性应用程序][245] 来自  _Google_  ★★★★☆(1)
*   [Android 开发者的内容设计][246] 来自  _Google_  ★★★★★(1)
*   [中级 C++][247] 来自  _Microsoft_  ★★★★☆(1)
*   [C# 入门][248] 来自  _Microsoft_  ★★☆☆☆(1)
*   [AngularJS：高级框架技术][249] 来自  _Microsoft_ ★★★★☆(1)
*   [机器学习原理][250] 来自  _Microsoft_  ★★★★★(1)
*   [Javascript 异步编程][251] 来自  _Microsoft_ ★★★★★(1)
*   [从第一原则构建现代化计算机：Nand 到 Tetris 第 II 部分（以项目为中心的课程）][252] 来自  _Hebrew University of Jerusalem_ ★★★★★(1)
*   [物联网开发者指南][253] 来自  _IBM_ ★★★★☆(1)
*   [云基础设施技术入门][254] 来自  _Linux Foundation_ ★★★★☆(1)
*   [使用 libGDX 开发 2D 游戏][255] 来自  _Amazon_  ★★★★★(1)
*   [实时系统入门][256] 来自  _IEEE_  ★★★★☆(1)
*   [算法设计与分析][257] 来自  _Chennai Mathematical Institute_ ★★★☆☆(1)
*   [如何赢得编码比赛：冠军的秘密][258] 来自  _ITMO University_  ★★★☆☆(1)
*   [HTML5 应用程序和游戏][259] 来自  _World Wide Web Consortium (W3C)_ ★★★☆☆(1)
*   [面试技术][260] 来自  _Pramp_  ★★★★★(1)
*   [Android 基础：数据存储][261]
*   [计算机科学理论入门][262]
*   [算法：设计与分析][263] 来自  _Stanford University_ 
*   [最短路径回访、完整 NP 问题以及如何实现][264] 来自  _Stanford University_ 
*   [移动应用程序体验][265] 来自  _Massachusetts Institute of Technology_ 
*   [Java 中的高级软件结构][266] 来自  _Massachusetts Institute of Technology_ 
*   [移动应用程序体验 第 3 部分：构建移动应用程序][267] 来自  _Massachusetts Institute of Technology_ 
*   [算法设计与分析][268] 来自  _University of Pennsylvania_ 
*   [数据结构与软件设计][269] 来自  _University of Pennsylvania_ 
*   [R 中的 Neurohacking 入门][270] 来自  _Johns Hopkins University_ 
*   [数据库系统概念与设计][271] 来自  _Georgia Institute of Technology_ 
*   [软件分析与测试][272] 来自  _Georgia Institute of Technology_ 
*   [在 C 中编写、运行和修复代码][273] 来自  _Duke University_ 
*   [动画和 CGI 手势][274] 来自  _Columbia University_ 
*   [Minecraft、编码和测试][275] 来自  _University of California, San Diego_ 
*   [物联网：来自设备的传感和驱动][276] 来自  _University of California, San Diego_ 
*   [虚拟现实如何工作][277] 来自  _University of California, San Diego_ 
*   [创建虚拟现实应用程序][278] 来自  _University of California, San Diego_ 
*   [构建一个Cybersecurity 工具箱][279] 来自  _University of Washington_ 
*   [Cybersecurity: The CISO’s View][280] 来自  _University of Washington_ 
*   [构建你自己的 iOS App][281] 来自  _University of Toronto_ 
*   [算法设计与分析][282] 来自  _Peking University_ 
*   [面向对象技术高级课程][283]来自  _Peking University_ 
*   [如何编码：系统化程序设计 — Part 3][284] 来自  _The University of British Columbia_ 
*   [如何编码：系统化程序设计 — Part 2][285] 来自  _The University of British Columbia_ 
*   [软件结构：数据抽象][286] 来自  _The University of British Columbia_ 
*   [软件结构：面向对象的设计][287] 来自  _The University of British Columbia_ 
*   [敏捷测试][288] 来自  _University of Virginia_ 
*   [数据科学中的 SQL][289] 来自  _University of California, Davis_ 
*   [LAFF — 正确编程][290] 来自  _The University of Texas at Austin_ 
*   [使用 NativeScript 进行跨平台移动 App 开发][291] 来自  _The Hong Kong University of Science and Technology_ 
*   [前后端 JavaScript 框架：Angular][292] 来自  _The Hong Kong University of Science and Technology_ 
*   [使用 Web 技术开发跨平台移动 App：Ionic 和 Cordova][293] 来自  _The Hong Kong University of Science and Technology_ 
*   [使用 App Inventor 开发 Android Apps][294] 来自  _The Hong Kong University of Science and Technology_ 
*   [前后端 Web UI 框架和工具：Bootstrap 4][295] 来自  _The Hong Kong University of Science and Technology_ 
*   [全球软件发布引擎][296] 来自  _Delft University of Technology_ 
*   [Основы разработки на C++: жёлтый пояс][297] 来自  _Moscow Institute of Physics and Technology_ 
*   [构建机器人和设备][298] 来自  _Moscow Institute of Physics and Technology_ 
*   [数据结构实现][299] 来自  _Indian Institute of Technology Bombay_ 
*   [数据结构基础][300] 来自  _Indian Institute of Technology Bombay_ 
*   [专业 Android App 开发][301] 来自  _Galileo University_ 
*   [专业 Android App 开发][302] 来自  _Galileo University_ 
*   [软件架构师代码：构建数字世界][303] 来自  _Universidad Carlos iii de Madrid_ 
*   [Java 编程入门：数据结构和算法基础][304] 来自  _Universidad Carlos iii de Madrid_ 
*   [企业软件生命周期管理][305] 来自  _National Research Nuclear University MEPhI_ 
*   [Использование механизмов операционных систем в разработке программного обеспечения][306] 来自  _National Research Nuclear University MEPhI_ 
*   [需求获取：加工和利益相关者分析][307] 来自  _University of Colorado System_ 
*   [Linux 服务器管理与安全性][308] 来自  _University of Colorado System_ 
*   [特殊需求：目标和冲突分析][309] 来自  _University of Colorado System_ 
*   [软件需求优先级：风险分析][310] 来自  _University of Colorado System_ 
*   [国家安全与 Cybersecurity 的联系 — 它是恐怖主义者的公证人][311] 来自  _University of Colorado System_ 
*   [SRS 文档：需求与图解][312] 来自  _University of Colorado System_ 
*   [安全软件开发的需求收集][313] 来自  _University of Colorado System_ 
*   [软件测试管理][314] 来自  _University System of Maryland_ 
*   [企业云计算][315] 来自  _University System of Maryland_ 
*   [云计算基础设施][316] 来自  _University System of Maryland_ 
*   [软件验证形式][317] 来自  _University System of Maryland_ 
*   [软件测试基础][318] 来自  _University System of Maryland_ 
*   [云计算管理][319] 来自  _University System of Maryland_ 
*   [数据结构入门][320] 来自  _University of Adelaide_ 
*   [视频游戏设计者的 Gameplay 编程][321] 来自  _Rochester Institute of Technology_ 
*   [团队工作与协作][322] 来自  _Rochester Institute of Technology_ 
*   [嵌入式系统的 Web 连接与安全][323] 来自  _EIT Digital_ 
*   [物联网设备的智能架构][324] 来自  _EIT Digital_ 
*   [物联网智能架构入门][325] 来自  _EIT Digital_ 
*   [Cybersecurity 和 X-Factor][326] 来自  _University System of Georgia_ 
*   [循序渐进介绍 Web 应用程序][327] 来自  _Google_ 
*   [高级 Android 应用程序开发][328] 来自  _Google_ 
*   [Google 地图 APIs][329] 来自  _Google_ 
*   [离线 Web 应用程序][330] 来自  _Google_ 
*   [Android 的 Firebase 基础][331] 来自  _Google_ 
*   [开发聪明的 Apps 和机器人][332] 来自  _Microsoft_ 
*   [开发 SQL 数据库][333] 来自  _Microsoft_ 
*   [使用 Node.js 构建功能原型][334] 来自  _Microsoft_ 
*   [使用 JavaScript 构建交互原型][335] 来自  _Microsoft_ 
*   [算法和数据结构][336] 来自  _Microsoft_ 
*   [在 C# 中的算法和数据结构][337] 来自  _Microsoft_ 
*   [创建系统化的 SQL 数据库对象][338] 来自  _Microsoft_ 
*   [AngularJS：框架基础][339] 来自  _Microsoft_ 
*   [TypeScript 2 入门][340] 来自  _Microsoft_ 
*   [高级 CSS 概念][341] 来自  _Microsoft_ 
*   [实现 In-Memory SQL 数据库对象][342] 来自  _Microsoft_ 
*   [优化基于 SQL 的应用程序][343] 来自  _Microsoft_ 
*   [并发编程 (avec Java)][344] 来自  _Sorbonne Universités_ 
*   [C 程序员学习 C++，Part B][345] 来自  _University of California, Santa Cruz_ 
*   [Kubernetes 入门][346] 来自  _Linux Foundation_ 
*   [DevOps 入门：转变和改善运营][347] 来自  _Linux Foundation_ 
*   [DevOps 入门：转变和改善运营][348] 来自  _Linux Foundation_ 
*   [软件工程师的 UML 类示意图][349] 来自  _KU Leuven University_ 
*   [Android 的移动适用性与设计][350] 来自  _Facebook_ 
*   [IOS 的移动适用性与设计][351] 来自  _Facebook_ 
*   [并发][352] 来自  _AdaCore University_ 
*   [Red Hat 企业 Linux 基础][353] 来自  _Red Hat_ 
*   [Containers 基础、Kubernetes、和 Red Hat OpenShift][354] 来自  _Red Hat_ 
*   [程序员的 C++][355]
*   [学习 Backbone.js][356]
*   [如何在 Android 中创建][357]
*   [如何制作一个 iOS App][358]
*   [iOS 持久化与核心数据][359]
*   [UIKit 基础][360]
*   [使用 Swift 实现 iOS 网络][361]
*   [设计 RESTful APIs][362]
*   [VR 平台与应用程序][363]
*   [为开发者的 Swift 语言][364]
*   [Ruby 中的 MVC 模式][365]
*   [使用 Heroku 部署应用程序][366]
*   [使用 Sinatra 开发动态 Web 应用程序][367]
*   [构建 iOS 界面][368]
*   [VR 设计][369]
*   [[New] Android 基础][370]
*   [iOS 设计模式][371]
*   [VR 场景与对象][372]

### 高级（78）

*   [使用 TensorFlow 深度学习创新应用程序][373]

*   [[New] 计算中的概率入门][374] 来自  _Indian Institute of Technology Madras_ 

*   [[New] 信息安全 — IV][375] 来自  _Indian Institute of Technology Madras_ 

*   [[New] 数学计算的 Matlab 编程][376] 来自  _Indian Institute of Technology Madras_ 

*   [[New] 数字开头 — I][377] 来自  _Indian Institute of Technology Kanpur_ 

*   [[New] 高级图形理论][378] 来自  _Indian Institute of Technology Kanpur_ 

*   [[New] 计算机视觉中的深度学习][379] 来自  _Higher School of Economics_ 

*   [[New] 自然语言处理][380] 来自  _Higher School of Economics_ 

*   [[New] 实践强化学习][381] 来自  _Higher School of Economics_ 

*   [[New] 实时操作系统][382] 来自  _Indian Institute of Technology, Kharagpur_ 

*   [[New] 传统的和非传统的优化工具][383] 来自  _Indian Institute of Technology, Kharagpur_ 

*   [[New] 软件定义无线与实际应用程序][384] 来自  _Indian Institute of Technology Roorkee_ 

*   [[New] 图像处理中的稀疏表示：从理论到实践][385] 来自  _Technion — Israel Institute of Technology_ 

*   [人工智能入门][386] 来自  _Stanford University_ ★★★★☆(24)

*   [机器学习之神经网络][387] 来自  _University of Toronto_ ★★★★☆(22)

*   [机器学习之数据科学与分析][388] 来自  _Columbia University_ ★★★☆☆(15)

*   [机器学习之交易][389] 来自  _Georgia Institute of Technology_ ★★★☆☆(13)

*   [神经网络与深度学习][390] 来自  _deeplearning.ai_  ★★★★★(9)

*   [人工智能(AI)][391] 来自  _Columbia University_  ★★★★☆(9)

*   [计算神经科学][392] 来自  _University of Washington_  ★★★★☆(8)

*   [计算机视觉入门][393] 来自  _Georgia Institute of Technology_ ★★★★★(6)

*   [强化学习][394] 来自  _Brown University_  ★★☆☆☆(6)

*   [并行编程入门][395] 来自  _Nvidia_  ★★★★☆(6)

*   [互动 3D 图形][396] 来自  _Autodesk_  ★★★★☆(6)

*   机器学习][397] 来自  _Georgia Institute of Technology_  ★★★★★(5)

*   [数据科学与分析的可用技术：物联网][398] 来自  _Columbia University_  ★☆☆☆☆(5)

*   [应用密码学][399] 来自  _University of Virginia_  ★★★★☆(5)

*   [开发者的深度学习实践：第 1 部分][400] 来自  _fast.ai_  ★★★★☆(5)

*   [高级操作系统][401] 来自  _Georgia Institute of Technology_ ★★★★★(4)

*   [机器学习][402] 来自  _Columbia University_  ★★★★★(4)

*   [计算机架构入门][403] 来自  _Carnegie Mellon University_ ★★★★★(4)

*   [概率图形模型 2：推测][404] 来自  _Stanford University_ ★★★★☆(3)

*   [Python 中应用机器学习][405] 来自  _University of Michigan_ ★★★★☆(3)

*   [定量形式模型与最坏性能分析][406] 来自  _EIT Digital _ ★★★☆☆(3)

*   [6.S191：深度学习入门][407] 来自  _Massachusetts Institute of Technology_  ★★★★☆(2)

*   [操作系统入门][408] 来自  _Georgia Institute of Technology_ ★★★★★(2)

*   [近场合作过滤器][409] 来自  _University of Minnesota_ ★★☆☆☆(2)

*   [6.S094：汽车自动驾驶之深度学习][410] 来自  _Massachusetts Institute of Technology_  ★★★★☆(1)

*   [高性能计算架构][411] 来自  _Georgia Institute of Technology_  ★★★★★(1)

*   [可计算性、复杂性和算法][412] 来自  _Georgia Institute of Technology_  ★★★★★(1)

*   [计算摄影学][413] 来自  _Georgia Institute of Technology_ ★★★★☆(1)

*   [信息安全入门][414] 来自  _Georgia Institute of Technology_ ★☆☆☆☆(1)

*   [AI 知识库：认知系统][415] 来自  _Georgia Institute of Technology_  ★★★☆☆(1)

*   [嵌入式硬件和操作系统][416] 来自  _EIT Digital _ ★☆☆☆☆(1)

*   [学习 TensorFlow 与深度学习][417] 来自  _Google_ ★★★★☆(1)

*   [DevOps 实践和原则][418] 来自  _Microsoft_  ★★☆☆☆(1)

*   [信号与图像处理中的稀疏表示：基础][419]来自  _Technion — Israel Institute of Technology_  ★★★★★(1)

*   [云计算和云原生软件架构入门][420]来自  _Linux Foundation_  ★★★★★(1)

*   [商业应用区块链 — Hyperledger 技术][421]来自  _Linux Foundation_  ★★★★☆(1)

*   [计算结构 3：计算机组织][422] 来自  _Massachusetts Institute of Technology_ 

*   [GT — Refresher — Advanced OS][423] 来自  _Georgia Institute of Technology_ 

*   [高性能计算][424] 来自  _Georgia Institute of Technology_ 

*   [编译器：理论与实践][425] 来自  _Georgia Institute of Technology_ 

*   [Cyber-物理系统安全][426] 来自  _Georgia Institute of Technology_ 

*   [网络安全][427] 来自  _Georgia Institute of Technology_ 

*   [人工智能][428] 来自  _Georgia Institute of Technology_ 

*   [信息安全：环境与入门][429] 来自  _University of London International Programmes_ 

*   [离散优化之高级模型][430] 来自  _University of Melbourne_ 

*   [离散优化之基本模型][431] 来自  _University of Melbourne_ 

*   [代码的本质：JavaScript 中的生物学][432] 来自  _École Polytechnique Fédérale de Lausanne_ 

*   [模型因子与高级技术][433] 来自  _University of Minnesota_ 

*   [系统验证：自动化与等价行为][434] 来自  _EIT Digital_ 

*   [系统验证(2)：建模过程行为][435] 来自  _EIT Digital_ 

*   [系统验证(4)：软件模型、协议和其它行为][436] 来自  _EIT Digital_ 

*   [DevOps 测试][437] 来自  _Microsoft_ 

*   [深度学习说明][438] 来自  _Microsoft_ 

*   [人工智能入门][439] 来自  _Microsoft_ 

*   [DevOps 之数据库][440] 来自  _Microsoft_ 

*   [基础设施代码化][441] 来自  _Microsoft_ 

*   [深度学习之自然语言处理][442] 来自  _University of Oxford_ 

*   [机器学习之统计学][443] 来自  _Carnegie Mellon University_ 

*   [信息物理系统：建模与仿真][444] 来自  _University of California, Santa Cruz_ 

*   [OpenStack 入门][445] 来自  _Linux Foundation_ 

*   [计算机系统设计：现代微处理器的高级概念][446]来自  _Chalmers University of Technology_ 

*   [可靠的分布式算法，第 2 部分][447] 来自  _KTH Royal Institute of Technology_ 

*   [深度学习暑期课程][448]

*   [持续集成与部署][449]

--------------------------------------------------------------------------------

作者简介：

www.class-central.com  — 最流行的在线课程搜索引擎的创始人

----


via: https://medium.freecodecamp.org/440-free-online-programming-computer-science-courses-you-can-start-in-february-e075f920cb5b

作者：[Dhawal Shah ][a]
译者：[qhwdw](https://github.com/qhwdw)
校对：[校对者ID](https://github.com/校对者ID)

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[a]:https://medium.freecodecamp.org/@dhawalhs
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