我们总结了370个免费学习编程的国外大学公开课

   <p>5年前，MIT和斯坦福等大学开放了他们的计算机学习课程，以公开课的形式免费向公众进行教学。如今，来自世界各地的超过700个学校加入了他们，这些学校已经创建了成千上万个免费在线课程。</p>    <p>这其中很多课程都专注于计算机技术，例如编程、计算机科学、数据科学和人工智能等等。</p>    <p>我们总结了超过370个不错的课程供你进行学习。</p>    <p style="text-align: center;"><img src="https://simg.open-open.com/show/e5782ca7d17fc15e40142abbf8fe5bb0.png"></p>    <p>这些课程适用于不同阶段、不同水平的学习者：初学者、中级学习者和高级学习者。</p>    <p>初学者(67)</p>    <ul>     <li><a href="/misc/goto?guid=4959740778729053711" rel="nofollow,noindex">Introduction to Computer Science</a></li>     <li><a href="/misc/goto?guid=4959740778820160603" rel="nofollow,noindex">An Introduction to Interactive Programming in Python (Part 1)</a></li>     <li><a href="/misc/goto?guid=4959740778921819892" rel="nofollow,noindex">An Introduction to Interactive Programming in Python (Part 2)</a></li>     <li><a href="/misc/goto?guid=4959740779016219149" rel="nofollow,noindex">Learn to Program: Crafting Quality Code</a></li>     <li><a href="/misc/goto?guid=4959740779107026284" rel="nofollow,noindex">Programming Foundations with JavaScript, HTML and CSS</a></li>     <li><a href="/misc/goto?guid=4959740779202681721" rel="nofollow,noindex">Usable Security</a></li>     <li><a href="/misc/goto?guid=4959740779291187119" rel="nofollow,noindex">Introduction to Web Development</a></li>     <li><a href="/misc/goto?guid=4959740779385814842" rel="nofollow,noindex">Android App Development for Beginners</a></li>     <li><a href="/misc/goto?guid=4959740779473304804" rel="nofollow,noindex">Creative Programming for Digital Media & Mobile Apps</a></li>     <li><a href="/misc/goto?guid=4959740779569809670" rel="nofollow,noindex">Learn to Program: The Fundamentals</a></li>     <li><a href="/misc/goto?guid=4959740779661009913" rel="nofollow,noindex">Cyber Security Basics: A Hands-on Approach</a></li>     <li><a href="/misc/goto?guid=4959740779753403406" rel="nofollow,noindex">Internet History, Technology, and Security</a></li>     <li><a href="/misc/goto?guid=4959740779852306344" rel="nofollow,noindex">Cyber Security: Safety at Home, Online, in Life</a></li>     <li><a href="/misc/goto?guid=4959740779950166649" rel="nofollow,noindex">HTML, CSS and JavaScript</a></li>     <li><a href="/misc/goto?guid=4959740780029727852" rel="nofollow,noindex">Data to Insight: an Introduction to Data Analysis</a></li>     <li><a href="/misc/goto?guid=4959740780122459743" rel="nofollow,noindex">Networking: Introduction to Computer Networking</a></li>     <li><a href="/misc/goto?guid=4959740780211936931" rel="nofollow,noindex">DB: Introduction to Databases</a></li>     <li><a href="/misc/goto?guid=4959740780308329740" rel="nofollow,noindex">Programming in Scratch</a></li>     <li><a href="/misc/goto?guid=4959740780402894439" rel="nofollow,noindex">CS For All: Introduction to Computer Science and Python Programming</a></li>     <li><a href="/misc/goto?guid=4959740780497503306" rel="nofollow,noindex">The Computing Technology Inside Your Smartphone</a></li>     <li><a href="/misc/goto?guid=4959740780590871268" rel="nofollow,noindex">Intro to Python for Data Science</a></li>     <li><a href="/misc/goto?guid=4959740780684440480" rel="nofollow,noindex">Introduction to HTML and Javascript</a></li>     <li><a href="/misc/goto?guid=4959740780780593030" rel="nofollow,noindex">Intro to JavaScript</a></li>     <li><a href="/misc/goto?guid=4959740780872254580" rel="nofollow,noindex">Introduction to Computing using Python</a></li>     <li><a href="/misc/goto?guid=4959740780965758593" rel="nofollow,noindex">How to Use Git and GitHub</a></li>     <li><a href="/misc/goto?guid=4959740781062493382" rel="nofollow,noindex">Intro to Computer Science</a></li>     <li><a href="/misc/goto?guid=4959740781156054811" rel="nofollow,noindex">Programming Foundations with Python</a></li>     <li><a href="/misc/goto?guid=4959740781245810198" rel="nofollow,noindex">Intro to HTML and CSS</a></li>     <li><a href="/misc/goto?guid=4959740781335747294" rel="nofollow,noindex">JavaScript Basics</a></li>     <li><a href="/misc/goto?guid=4959740781432244316" rel="nofollow,noindex">Intro to Java Programming</a></li>     <li><a href="/misc/goto?guid=4959740781523455971" rel="nofollow,noindex">CS101: Computer Science 101</a></li>     <li><a href="/misc/goto?guid=4959740781627278362" rel="nofollow,noindex">MyCS: Computer Science for Beginners</a></li>     <li><a href="/misc/goto?guid=4959740781716554207" rel="nofollow,noindex">Introduction to R</a></li>     <li><a href="/misc/goto?guid=4959740781809069639" rel="nofollow,noindex">Introduction to Bootstrap — A Tutorial</a></li>     <li><a href="/misc/goto?guid=4959740781903457483" rel="nofollow,noindex">Java Fundamentals for Android Development</a></li>     <li><a href="/misc/goto?guid=4959740781990900517" rel="nofollow,noindex">Object-Oriented Programming</a></li>     <li><a href="/misc/goto?guid=4959740782089650199" rel="nofollow,noindex">Programming Basics</a></li>     <li><a href="/misc/goto?guid=4959740782178568201" rel="nofollow,noindex">HTML5 Introduction</a></li>     <li><a href="/misc/goto?guid=4959740782280631351" rel="nofollow,noindex">HTML5 Part 1: HTML5 Coding Essentials and Best Practices</a></li>     <li><a href="/misc/goto?guid=4959740782370230711" rel="nofollow,noindex">Introduction to Linux</a></li>     <li><a href="/misc/goto?guid=4959740782466195640" rel="nofollow,noindex">Paradigms of Computer Programming — Abstraction and Concurrency</a></li>     <li><a href="/misc/goto?guid=4959740782553814319" rel="nofollow,noindex">Intro to Relational Databases</a></li>     <li><a href="/misc/goto?guid=4959740782650812881" rel="nofollow,noindex">Linux Command Line Basics</a></li>     <li><a href="/misc/goto?guid=4959740782728642129" rel="nofollow,noindex">Computing: Art, Magic, Science</a></li>     <li><a href="/misc/goto?guid=4959740782833207040" rel="nofollow,noindex">Learn to Program Using Python</a></li>     <li><a href="/misc/goto?guid=4959740782937308436" rel="nofollow,noindex">Introduction to jQuery</a></li>     <li><a href="/misc/goto?guid=4959740783023770925" rel="nofollow,noindex">Think. Create. Code</a></li>     <li><a href="/misc/goto?guid=4959740781990900517" rel="nofollow,noindex">Object-Oriented Programming</a></li>     <li><a href="/misc/goto?guid=4959740783126517841" rel="nofollow,noindex">Introduction to Cloud Computing</a></li>     <li><a href="/misc/goto?guid=4959740782089650199" rel="nofollow,noindex">Programming Basics</a></li>     <li><a href="/misc/goto?guid=4959740783232703883" rel="nofollow,noindex">Android Basics: Make Your First App</a></li>     <li><a href="/misc/goto?guid=4959740783326424666" rel="nofollow,noindex">Paradigms of Computer Programming — Fundamentals</a></li>     <li><a href="/misc/goto?guid=4959740783423192605" rel="nofollow,noindex">Introduction to Programming with Java 1: Starting to Code with Java</a></li>     <li><a href="/misc/goto?guid=4959740783516523403" rel="nofollow,noindex">Python for Everybody — Exploring Information</a></li>     <li><a href="/misc/goto?guid=4959740783613630697" rel="nofollow,noindex">Mobile Web Development</a></li>     <li><a href="/misc/goto?guid=4959740783703483231" rel="nofollow,noindex">Learn Swift Programming Syntax</a></li>     <li><a href="/misc/goto?guid=4959740783798674386" rel="nofollow,noindex">Computing: Art, Magic, Science — Part II</a></li>     <li><a href="/misc/goto?guid=4959740783890422904" rel="nofollow,noindex">Web Accessibility</a></li>     <li><a href="/misc/goto?guid=4959740783985757308" rel="nofollow,noindex">Java Programming Basics</a></li>     <li><a href="/misc/goto?guid=4959740784081660219" rel="nofollow,noindex">AP® Computer Science Principles</a></li>     <li><a href="/misc/goto?guid=4959740784172033807" rel="nofollow,noindex">Web Applications for Everybody</a></li>     <li><a href="/misc/goto?guid=4959740784268365894" rel="nofollow,noindex">AP Computer Science A: Java Programming Data Structures and Loops</a></li>     <li><a href="/misc/goto?guid=4959740784362607685" rel="nofollow,noindex">Java Programming for GCSE and A-Level</a></li>     <li><a href="/misc/goto?guid=4959740784454033128" rel="nofollow,noindex">Introduction to Programming with Java 2: Writing Good Code</a></li>     <li><a href="/misc/goto?guid=4959740784543695738" rel="nofollow,noindex">CSS Introduction</a></li>     <li><a href="/misc/goto?guid=4959740784640524736" rel="nofollow,noindex">Swift for Beginners</a></li>     <li><a href="/misc/goto?guid=4959740784732583719" rel="nofollow,noindex">Android for Beginners</a></li>    </ul>    <h2>中级学习者(243)</h2>    <ul>     <li><a href="/misc/goto?guid=4959740784829462554" rel="nofollow,noindex">Programming Cloud Services for Android Handheld Systems: Security</a></li>     <li><a href="/misc/goto?guid=4959740784923911536" rel="nofollow,noindex">Machine Learning</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785003381098" rel="nofollow,noindex">Software Security</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785095929423" rel="nofollow,noindex">Principles of Computing (Part 1)</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785194561780" rel="nofollow,noindex">Java Programming: Arrays, Lists, and Structured Data</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785293560094" rel="nofollow,noindex">Big Data Integration and Processing</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785379872585" rel="nofollow,noindex">Responsive Website Tutorial and Examples</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785483553758" rel="nofollow,noindex">Algorithmic Thinking (Part 1)</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785579406348" rel="nofollow,noindex">Google Cloud Platform Fundamentals</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785669901466" rel="nofollow,noindex">Introduction to Big Data</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785756416824" rel="nofollow,noindex">Building a Data Science Team</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785860638334" rel="nofollow,noindex">Principles of Computing (Part 2)</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740785950159705" rel="nofollow,noindex">Cloud Computing Concepts: Part 2</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786049452998" rel="nofollow,noindex">Introduction to Computational Thinking and Data Science</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786134374805" rel="nofollow,noindex">Introduction to Meteor.js Development</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786223528671" rel="nofollow,noindex">Algorithmic Thinking (Part 2)</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786313932362" rel="nofollow,noindex">Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786404936309" rel="nofollow,noindex">Data Visualization and Communication with Tableau</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786487551015" rel="nofollow,noindex">A developer’s guide to the Internet of Things (IoT)</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786584157853" rel="nofollow,noindex">iOS App Development Basics</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786665078231" rel="nofollow,noindex">Database Management Essentials</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786757138659" rel="nofollow,noindex">Fundamentals of Visualization with Tableau</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786842015354" rel="nofollow,noindex">Internet of Things: Communication Technologies</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740786937103130" rel="nofollow,noindex">A Crash Course in Data Science</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787019276734" rel="nofollow,noindex">Responsive Web Design</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787110873760" rel="nofollow,noindex">Java Programming: Solving Problems with Software</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787193122990" rel="nofollow,noindex">Data Science in Real Life</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787279040949" rel="nofollow,noindex">Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787371775183" rel="nofollow,noindex">Data Analysis Tools</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787450954845" rel="nofollow,noindex">The R Programming Environment</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787542817160" rel="nofollow,noindex">Data Management and Visualization</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787628240916" rel="nofollow,noindex">Hadoop Platform and Application Framework</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787717050643" rel="nofollow,noindex">Global Warming II: Create Your Own Models in Python</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787806546904" rel="nofollow,noindex">Managing Data Analysis</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787891849263" rel="nofollow,noindex">Fundamentals of Computer Architecture</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740787979381373" rel="nofollow,noindex">Interactive Computer Graphics</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788067401372" rel="nofollow,noindex">Introduction To Swift Programming</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788156576884" rel="nofollow,noindex">Cybersecurity and Mobility</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788241203436" rel="nofollow,noindex">How to Win Coding Competitions: Secrets of Champions</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788330734169" rel="nofollow,noindex">Introduction to Architecting Smart IoT Devices</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788420002281" rel="nofollow,noindex">Cybersecurity and the X-Factor</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788511275269" rel="nofollow,noindex">A developer’s guide to Exploring and Visualizing IoT Data</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788595676029" rel="nofollow,noindex">Android App Components — Intents, Activities, and Broadcast Receivers</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788682339799" rel="nofollow,noindex">Building Arduino robots and devices</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788768450685" rel="nofollow,noindex">Essential Design Principles for Tableau</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788856238401" rel="nofollow,noindex">Supercomputing</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740788943503256" rel="nofollow,noindex">Testing with Agile</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789026053638" rel="nofollow,noindex">Data Mining with Weka</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789105683107" rel="nofollow,noindex">C++ For C Programmers, Part B</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789199474002" rel="nofollow,noindex">Android App Components — Services, Local IPC, and Content Providers</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789285997808" rel="nofollow,noindex">Building Data Visualization Tools</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789375254101" rel="nofollow,noindex">Building R Packages</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789458361201" rel="nofollow,noindex">Running Product Design Sprints</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789545687833" rel="nofollow,noindex">Introduction to Neurohacking In R</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789635186220" rel="nofollow,noindex">UML Class Diagrams for Software Engineering</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789720855688" rel="nofollow,noindex">Advanced R Programming</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789811454893" rel="nofollow,noindex">Shortest Paths Revisited, NP-Complete Problems and What To Do About Them</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789895037204" rel="nofollow,noindex">Data Science Math Skills</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740789980338174" rel="nofollow,noindex">Dealing With Missing Data</a></li>     <li><a href="/misc/goto?guid=4959740790060880629" rel="nofollow,noindex">Java for Android</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790155025252" rel="nofollow,noindex">Mobile Application Experiences</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790236271677" rel="nofollow,noindex">The Advanced Object-Oriented Technology</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790327555075" rel="nofollow,noindex">Julia Scientific Programming</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790417768755" rel="nofollow,noindex">Genomic Data Science with Galaxy</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790497249001" rel="nofollow,noindex">Web Connectivity and Security in Embedded Systems</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790579678016" rel="nofollow,noindex">Discrete Optimization</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790675429984" rel="nofollow,noindex">Bioinformatics: Introduction and Methods</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790759747020" rel="nofollow,noindex">Web Application Development: Basic Concepts</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790847953060" rel="nofollow,noindex">Build Your Own iOS App</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740790941553889" rel="nofollow,noindex">Introduction to Genomic Technologies</a></li>     <li><em> </em></li>     <li><a href="/misc/goto?guid=4959740791030457259" rel="nofollow,noindex">Programming Languages, Part B</a></li>     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