TranslateProject/published/201803/20180131 440 Free Online Programming Computer Science Courses You Can Start in February.md
2018-03-31 23:41:11 +08:00

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440+ 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,我使用了[<ruby>班级中心<rt>Class Central</rt></ruby>][450] 的数据库,它有超过 9000 门课程,我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。在班级中心的 2018 年 [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] Java 编程导论:如何开始编程(西班牙语)][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 入门视觉艺术编程][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:用 Java 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:朋友、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、魔法与科学][64] 来自  _ETH Zurich_  ★★★★☆(1)
* [计算:艺术、魔法与科学 — 第 2 部分][102] 来自  _ETH Zurich_
* [Cyber 安全:居家安全、在线与生活][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]
* [CS50s 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 数据表现][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][79] 来自  _University of Colorado Boulder_
* [AP 计算机科学 AJava 编程的多态和高级数据结构][80] 来自  _Purdue University_
* [AP 计算机科学 AJava 编程的循环和数据结构][81]来自  _Purdue University_
* [AP 计算机科学 AJava 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_
* [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改进后的 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)
* [算法,第 II 部分][126] 来自  _Princeton University_  ★★★★★(21)
* [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)
* [计算原理(第 1 部分)][119] 来自  _Rice University_  ★★★★★(29)
* [计算原理(第 2 部分)][132] 来自  _Rice University_  ★★★★☆(16)
* [[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] 弹性计算入门][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_
* [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]
* [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)
* [算法的思想(第 2 部分)][147] 来自  _Rice University_  ★★★★☆(9)
* [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)
* [编程语言Part B][205] 来自  _University of Washington_ ★★★★★(2)
* [编程语言Part C][225] 来自  _University of Washington_ ★★★★★(1)
* [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)
* [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)
* [云计算概念:第 2 部分][172] 来自  _University of Illinois at Urbana-Champaign_  ★★★★★(5)
* [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)
* [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)
* [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)
* [移动应用程序体验 第 2 部分:移动应用设计][265] 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_
* [机器学习:自主学习][204] 来自  _Brown University_ ★★★★★(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)
* [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)
* [AndroidIntroducción 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_
* [Java 中的高级软件结构][266] 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 CISOs 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 1][162] 来自  _The University of British Columbia_  ★★★★☆(6)
* [如何编码系统化程序设计Part 2][285] 来自  _The University of British Columbia_
* [如何编码系统化程序设计Part 3][284] 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 AppIonic 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_
* [C++ 开发基础(俄语)][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_
* [在软件开发中使用操作系统机制(俄语)][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] 数字开关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  _TechnionIsrael 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  _TechnionIsrael 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_
* [GTRefresherAdvanced 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_
* [离散优化之基本模型][431] 来自  _University of Melbourne_
* [离散优化之高级模型][430] 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:[wxy](https://github.com/wxy)
本文由 [LCTT](https://github.com/LCTT/TranslateProject) 原创编译,[Linux中国](https://linux.cn/) 荣誉推出
[a]:https://medium.freecodecamp.org/@dhawalhs
[1]:https://www.class-central.com/
[2]:https://www.class-central.com/mooc/408/coursera-an-introduction-to-interactive-programming-in-python-part-1
[3]:https://www.class-central.com/mooc/1341/edx-introduction-to-computer-science-and-programming-using-python
[4]:https://www.class-central.com/mooc/385/coursera-learn-to-program-the-fundamentals
[5]:https://www.class-central.com/mooc/320/udacity-intro-to-computer-science
[6]:https://www.class-central.com/mooc/442/edx-cs50-s-introduction-to-computer-science
[7]:https://www.class-central.com/mooc/3196/coursera-an-introduction-to-interactive-programming-in-python-part-2
[8]:https://www.class-central.com/mooc/2661/udacity-how-to-use-git-and-github
[9]:https://www.class-central.com/mooc/1857/edx-introduction-to-linux
[10]:https://www.class-central.com/mooc/335/coursera-internet-history-technology-and-security
[11]:https://www.class-central.com/mooc/2659/udacity-intro-to-html-and-css
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