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956 lines
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956 lines
77 KiB
Markdown
440+ 个免费的编程 & 计算机科学的在线课程
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============================================================
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![](https://cdn-images-1.medium.com/max/1250/1*c28Ze3oxasgGMGaV7-qoFw.png)
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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。
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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。
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![](https://cdn-images-1.medium.com/max/1250/1*qc6pW2c3mjTHVo45iCJaaQ.png)
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*[班级中心][1] 的主页*
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按它们不同的级别,我将这些课程分成以下三类:
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* 初级
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* 中级
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* 高级
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对于首次出现的课程,我标记为 [NEW]。
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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。
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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。
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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。
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### 初级(112)
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* [Python 交互式编程入门(第 1 部分)][2] 来自 _Rice University_ ★★★★★(3018)
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* [计算机科学入门和使用 Python 编程][3] 来自 _Massachusetts Institute of Technology_ ★★★★★(115)
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* [学习编程:基本原理][4] 来自 _University of Toronto_ ★★★★★(100)
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* [计算机科学入门][5] 来自 _University of Virginia_ ★★★★☆(68)
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* [CS50 的计算机科学入门][6] 来自 _Harvard University_ ★★★★★(65)
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* [Python 交互式编程入门(第 2 部分)][7] 来自 _Rice University_ ★★★★★(52)
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* [如何使用 Git 和 GitHub][8]
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* [Linux 入门][9] 来自 _Linux Foundation_ ★★★★☆(37)
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* [因特网历史、技术、和安全][10] 来自 _University of Michigan_ ★★★★★(36)
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* [HTML 和 CSS 入门][11]
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* [VBA/Excel 编程入门][12] 来自 _Cal Poly Pomona_ ★★★★☆(26)
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* [[New] CS50 的理解技术][13] 来自 _Harvard University_
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* [[New] CS50 的为商务人士的计算机科学][14] 来自 _Harvard University_
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* [[New] Java 编程导论:如何开始编程(西班牙语)][15] 来自 _Universidad Carlos iii de Madrid_
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* [[New] 物联网 (IoT) 入门][16] 来自 _Curtin University_
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* [[New] 使用 Git 管理版本][17] 来自 _Atlassian_
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* [JavaScript 基础][18]
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* [CS101: 计算机科学 101][19] 来自 _Stanford University_ ★★★★☆(15)
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* [编程基础][20] 来自 _Indian Institute of Technology Bombay_ ★★☆☆☆(13)
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* [Web 安全基本原理][21] 来自 _KU Leuven University_ ★★★★☆(12)
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* [Python 编程基础][22]
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* [网络:计算机网络入门][23] 来自 _Stanford University_ ★★★★★(11)
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* [DB:数据库入门][24] 来自 _Stanford University_ ★★★★★(11)
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* [数字多媒体 & 移动应用创意编程][25] 来自 _University of London International Programmes_ ★★★★☆(10)
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* [使用 JavaScript、HTML 和 CSS 基础][26] 来自 _Duke University_ ★★★★☆(9)
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* [实用安全][27] 来自 _University of Maryland, College Park_ ★★★☆☆(9)
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* [Bootstrap 入门 — 一个教程][28] 来自 _Microsoft_ ★★★☆☆(9)
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* [HTML5 编码基础和最佳实践][29] 来自 _World Wide Web Consortium (W3C)_ ★★★★☆(9)
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* [大家都来学 Python — 浏览信息][30]
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* [学习编程:编写高品质代码][31] 来自 _University of Toronto_ ★★★★☆(7)
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* [使用 p5.js 入门视觉艺术编程][32] 来自 _University of California, Los Angeles_ ★★★★★(7)
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* [关系型数据库入门][33]
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* [jQuery 入门][34] 来自 _Microsoft_ ★★★★☆(5)
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* [HTML5 和 CSS 基础][35] 来自 _World Wide Web Consortium (W3C)_ ★★★★☆(5)
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* [Java 编程基础][36]
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* [Linux 命令行基础][37]
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* [Java 编程入门 — 第 1 部分][38] 来自 _The Hong Kong University of Science and Technology_ ★★★★☆(4)
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* [Java 编程入门:用 Java 写代码][39] 来自 _Universidad Carlos iii de Madrid_ ★★★★☆(4)
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* [计算机编程范例 — 抽象和并发][40]来自 _Université catholique de Louvain_ ★★★★☆(4)
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* [计算机编程范例 — 基本原理][41] 来自 _Université catholique de Louvain_ ★★★★★(4)
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* [在 Scratch 中编程][42] 来自 _Harvey Mudd College_ ★★★★★(4)
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* [使用 JavaScript 的 Web 编程][43] 来自 _University of Pennsylvania_ ★★★★★(2)
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* [计算的美与乐 — AP® CS 原理 第 1 部分][44] 来自 _University of California, Berkeley_ ★★★★★(2)
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* [Python 计算入门][45] 来自 _Georgia Institute of Technology_ ★★★★★(2)
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* [面向对象的编程][46] 来自 _Indian Institute of Technology Bombay_ ★★★★☆(2)
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* [思维·创新·代码][47] 来自 _University of Adelaide_ ★★★★★(2)
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* [智能手机中的计算技术][48] 来自 _Cornell University_ ★★★★★(2)
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* [Android 基础:编写你的第一个 App][49] 来自 _Google_ ★★★★☆(2)
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* [学习 Python 编程][50] 来自 _University of Texas Arlington_ ★★★★★(2)
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* [HTML 和 JavaScript 入门][51] 来自 _Microsoft_ ★★★★★(2)
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* [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)
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* [JavaScript 入门][53]
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* [Android 新手入门][54]
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* [网络:朋友、金钱和字节][55] 来自 _Princeton University_ ★★★☆☆(1)
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* [如何编码:数据基础][56] 来自 _The University of British Columbia_ ★★★★★(1)
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* [使用 Wordpress 开发和设计 Web][57] 来自 _California Institute of the Arts_ ★★★★☆(1)
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* [Android App 新手开发指南][58] 来自 _Galileo University_ ★☆☆☆☆(1)
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* [Android App 新手开发指南][59] 来自 _Galileo University_ ★☆☆☆☆(1)
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* [艺术家的 Web 编码基础][60] 来自 _National University of Singapore_ ★★★★☆(1)
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* [ReactJS 入门][61] 来自 _Microsoft_ ★★☆☆☆(1)
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* [Node.js 入门][62] 来自 _Microsoft_ ★★★★★(1)
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* [学习 Java 编程][63] 来自 _Microsoft_ ★★★★★(1)
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* [计算:艺术、魔法与科学][64] 来自 _ETH Zurich_ ★★★★☆(1)
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* [计算:艺术、魔法与科学 — 第 2 部分][102] 来自 _ETH Zurich_
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* [Cyber 安全:居家安全、在线与生活][65] 来自 _Newcastle University_ ★★★☆☆(1)
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* [软件工程师基础][66] 来自 _Technische Universität München (Technical University of Munich)_ ★★★★★(1)
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* [我的计算机科学: 计算机科学新手指南][67] 来自 _Harvey Mudd College_ ★★★☆☆(1)
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* [使用 Git 管理版本][68]
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* [大众 Web 应用][69]
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* [CS50’s AP® 计算机科学原理][70] 来自 _Harvard University_
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* [编程基础][71] 来自 _Duke University_
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* [Cyber 安全入门][72] 来自 _University of Washington_
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* [Python 数据表现][73] 来自 _Rice University_
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* [Python 编程基础][74] 来自 _Rice University_
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* [软件工程师:入门][75] 来自 _The University of British Columbia_
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* [Web 开发入门][76] 来自 _University of California, Davis_
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* [Java 编程入门 — 第 2 部分][77] 来自 _The Hong Kong University of Science and Technology_
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* [Excel/VBA 解决创意问题,第 2 部分][79] 来自 _University of Colorado Boulder_
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* [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_
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* [AP 计算机科学 A:Java 编程的循环和数据结构][81]来自 _Purdue University_
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* [AP 计算机科学 A:Java 编程的类和对象][82] 来自 _Purdue University_
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* [Android 开发的 Java 基础][83] 来自 _Galileo University_
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* [很赚钱的 Android Apps 所使用的商业模式][84] 来自 _Galileo University_
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* [很赚钱的 Android Apps 所使用的商业模式][85] 来自 _Galileo University_
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* [Android 开发的 Java 基础][86] 来自 _Galileo University_
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* [Java 编程入门:写出好代码][87] 来自 _Universidad Carlos iii de Madrid_
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* [Cyber 安全基础:动手实践][88] 来自 _Universidad Carlos iii de Madrid_
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* [业务深度学习][89] 来自 _Yonsei University_
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* [TCP/IP 入门][90] 来自 _Yonsei University_
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* [视频游戏设计和平衡][91] 来自 _Rochester Institute of Technology_
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* [Web 易用性][92] 来自 _Google_
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* [移动 Web 开发][93] 来自 _Google_
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* [Python 编程入门][94] 来自 _University of Texas Arlington_
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* [Python 入门:从零开始][95] 来自 _Microsoft_
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* [Python:基础][96] 来自 _Microsoft_
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* [设计思想入门][97] 来自 _Microsoft_
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* [逻辑和计算思维][98] 来自 _Microsoft_
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* [像专家一样写代码][99] 来自 _Microsoft_
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* [Java 中的面向对象编程][100] 来自 _Microsoft_
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* [CSS 基础 来自 _Microsoft_
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* [JavaScript 入门][103] 来自 _World Wide Web Consortium (W3C)_
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* [Python 的面向对象编程:创建你自己的冒险游戏][104] 来自 _Raspberry Pi Foundation_
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* [学习 Swift 编程语法][105]
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* [JavaScript 和 DOM][106]
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* [能源行业中的区块链][107] 来自 _InnoEnergy_
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* [虚拟现实入门][108]
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* [ES6 — 改进后的 JavaScript][109]
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* [Python 入门][110]
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* [HTTP & Web 服务器][111]
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* [GitHub & 合作][112]
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* [Swift 新手指南][113]
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### 中级(259)
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* [机器学习][114] 来自 _Stanford University_ ★★★★★(325)
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* [算法,第 1 部分][115] 来自 _Princeton University_ ★★★★★(58)
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* [算法,第 II 部分][126] 来自 _Princeton University_ ★★★★★(21)
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* [为音乐家和艺术家的机器学习][116] 来自 _Goldsmiths, University of London_ ★★★★★(57)
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* [密码学 I][117] 来自 _Stanford University_ ★★★★★(49)
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* [CS188.1x:人工智能][118] 来自 _University of California, Berkeley_ ★★★★★(30)
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* [计算原理(第 1 部分)][119] 来自 _Rice University_ ★★★★★(29)
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* [计算原理(第 2 部分)][132] 来自 _Rice University_ ★★★★☆(16)
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* [[New] 算法设计和技术][120] 来自 _University of California, San Diego_
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* [软件安全][121]来自 _University of Maryland, College Park_ ★★★★☆(25)
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* [[New] 弹性计算入门][122] 来自 _Indian Institute of Technology, Kharagpur_
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* [[New] 云计算][123] 来自 _Indian Institute of Technology, Kharagpur_
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* [[New] 数据库管理系统][124] 来自 _Indian Institute of Technology, Kharagpur_
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* [[New] Haskell 编程入门][125] 来自 _Chennai Mathematical Institute_
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* [越来越容易的专业 Web 易访问性审计][127] 来自 _Chang School of Continuing Education_ ★★★★★(21)
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* [在 Rails 上使用 Ruby 进行敏捷开发 — 基础篇][128] 来自 _University of California, Berkeley_ ★★★★★(19)
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* [自动化理论][129] 来自 _Stanford University_ ★★★★☆(18)
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* [机器学习入门][130] 来自 _Stanford University_ ★★★★☆(18)
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* [Web 开发][131]
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* [Android 开发新手指南][133] 来自 _Google_ ★★★★☆(16)
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* [C 程序员学习 C++,Part A][134] 来自 _University of California, Santa Cruz_ ★★★☆☆(16)
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* [代码的本质][135] 来自 _Processing Foundation_ ★★★★★(16)
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* [游戏开发的概念][136] 来自 _Swinburne University of Technology_ ★★★★☆(15)
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* [算法的思想(第 1 部分)][137] 来自 _Rice University_ ★★★★☆(14)
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* [算法的思想(第 2 部分)][147] 来自 _Rice University_ ★★★★☆(9)
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* [计算机程序的设计][138] 来自 _Stanford University_ ★★★★☆(13)
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* [Java 编程:用软件解决问题][139] 来自 _Duke University_ ★★★☆☆(13)
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* [Web 响应设计][140] 来自 _University of London International Programmes_ ★★★★☆(12)
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* [离散优化][141] 来自 _University of Melbourne_ ★★★★☆(12)
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* [游戏开发入门][142] 来自 _Michigan State University_ ★★★★★(12)
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* [函数式编程入门][143] 来自 _Delft University of Technology_ ★★★★☆(11)
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* [开发 Android Apps][144] 来自 _Google_ ★★★☆☆(11)
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* [面向对象的 JavaScript][145] 来自 _Hack Reactor_ ★★★★★(11)
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* [编程语言][146] 来自 _University of Virginia_ ★★★☆☆(10)
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* [编程语言,Part B][205] 来自 _University of Washington_ ★★★★★(2)
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* [编程语言,Part C][225] 来自 _University of Washington_ ★★★★★(1)
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* [Web 响应设计基础][148] 来自 _Google_ ★★★★★(9)
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* [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)
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* [密码学][150] 来自 _University of Maryland, College Park_ ★★★★☆(8)
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* [学习数据(机器学习入门)][152] 来自 _California Institute of Technology_ ★★★★★(8)
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* [Julia 科学编程][153] 来自 _University of Cape Town_ ★★★★★(8)
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* [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)
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* [云计算概念:第 2 部分][172] 来自 _University of Illinois at Urbana-Champaign_ ★★★★★(5)
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* [Swift 编程入门][155] 来自 _University of Toronto_ ★☆☆☆☆(7)
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* [Software 测试][156] 来自 _University of Utah_ ★★★★☆(7)
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* [使用 MongoDB 管理数据][157] 来自 _MongoDB University_ ★★★★☆(7)
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* [AJAX 入门][158]
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* [计算机架构][159] 来自 _Princeton University_ ★★★★☆(6)
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||
* [物联网:我们如何用它?][160] 来自 _University of California, San Diego _ ★★☆☆☆(6)
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* [Meteor.js 开发入门][161]来自 _University of London International Programmes_ ★★★★☆(6)
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* [DevOps 入门][163] 来自 _Nutanix_ ★★★☆☆(6)
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* [全栈基础][164]
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* [算法入门][165]
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* [Java 中的软件架构][166] 来自 _Massachusetts Institute of Technology_ ★★★★★(5)
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* [在 Rails 上使用 Ruby 进行敏捷开发 — 高级篇][167] 来自 _University of California, Berkeley_ ★★★★★(5)
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* [计算机图形][168] 来自 _University of California, Berkeley_ ★★★★☆(5)
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* [软件开发过程][169] 来自 _Georgia Institute of Technology_ ★★★★☆(5)
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* [计算机网络][170] 来自 _Georgia Institute of Technology_ ★★★★☆(5)
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* [Java 编程:数组、列表、和数据结构][171] 来自 _Duke University_ ★★★★★(5)
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* [HTML5 游戏开发][173] 来自 _Google_ ★★★☆☆(5)
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* [C++ 入门][174] 来自 _Microsoft_ ★★★★☆(5)
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* [软件调试][175] 来自 _Saarland University_ ★★★★★(5)
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* [并行编程概念][176]
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* [使用 Swift 开发 iOS App 入门][177]
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* [物联网:配置你的 DragonBoard™ 开发平台][178]来自 _University of California, San Diego _ ★★★☆☆(4)
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* [物联网 & 增强现实新技术][179] 来自 _Yonsei University_ ★★★☆☆(4)
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* [Database 管理基础][180] 来自 _University of Colorado System_ ★★★★☆(4)
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* [Web 网络性能优化][181] 来自 _Google_ ★★★★☆(4)
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||
* [移动开发者的 UX 设计][182] 来自 _Google_ ★★★★★(4)
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* [使用 Transact-SQL 查询数据][183] 来自 _Microsoft_ ★★★★☆(4)
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* [计算机图形交互][184] 来自 _The University of Tokyo_ ★★☆☆☆(4)
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* [jQuery 入门][185]
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* [将 Python 用于研究][186] 来自 _Harvard University_ ★★★☆☆(3)
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* [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)
|
||
* [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_
|
||
* [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 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 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 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_
|
||
* [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 _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]
|
||
|
||
--------------------------------------------------------------------------------
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作者简介:
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www.class-central.com — 最流行的在线课程搜索引擎的创始人
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----
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via: https://medium.freecodecamp.org/440-free-online-programming-computer-science-courses-you-can-start-in-february-e075f920cb5b
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|
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作者:[Dhawal Shah][a]
|
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译者:[qhwdw](https://github.com/qhwdw)
|
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校对:[wxy](https://github.com/wxy)
|
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|
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本文由 [LCTT](https://github.com/LCTT/TranslateProject) 原创编译,[Linux中国](https://linux.cn/) 荣誉推出
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[a]:https://medium.freecodecamp.org/@dhawalhs
|
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[1]:https://www.class-central.com/
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[455]:https://medium.freecodecamp.com/the-best-data-science-courses-on-the-internet-ranked-by-your-reviews-6dc5b910ea40
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[456]:https://medium.freecodecamp.org/how-to-sign-up-for-coursera-courses-for-free-98266efaa531
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