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- 角`fork`‰é’°é`fork`°è·±Githubè·é - ”¨`git clone`°é…é°° ``` git clone https://github.com/forthespada/Awsome-Courses.git ``` - ”¨–葨‰“èè褰`fork`““ ``` code . git add . git commit -m "What did you do?" git push origin master ``` - ¤`Pull request`

## –¨è è—褅…”é°é”è°¨…è ### 1‘è·±”è°‘ ### 2±“–¨è éé—¨ - 鱤§CS§‘”è¨ - ¤§±…¤§è—訔…±è’ - 1000+è—…PDF” - Java/C++/Golang‰‰LeetCode—éè§ - ·èC++&éèLinux‘–¨…¨—è§é‘ - éé—èè…艒蔑éèPDFé - è—…TOP50 PDF‰é - Github §è·~ - 觓‘è—PDFèéèè·éè—è~ - …¤SQLèé‰~ - 10—¨Word–”¨~ - Pro Git –‰PDFgité“~ - .... ## 艨è **‘è±**é“è“ è¨èéé**Crash Course Computer Scienceè—§‘é艓¤§CS-50MIT 6.828 MIT 6.824…¤§OSè¨** è5门訤§¤°é—”¨ ## …§–¨è§é‘ ……‰¤§–¨è§é‘‰é§°±“艤跧 ****[è](https://interviewguide.cn/notes/04-experience/01-learn_experience/20210809%20-%20%E7%AC%AC%E4%B8%80%E6%9C%9F-%E6%88%91%E5%AD%A6%E7%BC%96%E7%A8%8B%E5%85%A8%E9%9D%A0B%E7%AB%99%E4%BA%86%EF%BC%8C%E7%9C%9F%E9%A6%99.html) ****[è](https://interviewguide.cn/notes/04-experience/01-learn_experience/20210823%20-%20%E7%AC%AC%E4%BA%8C%E6%9C%9F-%E6%88%91%E5%AD%A6%E7%BC%96%E7%A8%8B%E5%85%A8%E9%9D%A0B%E7%AB%99%E4%BA%86%EF%BC%8C%E7%9C%9F%E9%A6%99.html) **‰**[è](https://interviewguide.cn/notes/04-experience/01-learn_experience/20210907%20-%20%E7%AC%AC%E4%B8%89%E6%9C%9F-%E6%88%91%E5%AD%A6%E7%BC%96%E7%A8%8B%E5%85%A8%E9%9D%A0B%E7%AB%99%E4%BA%86%EF%BC%8C%E7%9C%9F%E9%A6%99-%E5%9B%BD%E5%A4%96%E7%AF%87%EF%BC%88%E7%AC%AC%E4%B8%89%E6%9C%9F%EF%BC%89.html) ## …é—¨§‘ - **Crash Course Computer Scienceè—§‘éè** è门艤°–éé°”è§é‘…—è°é°…èé—¨è¨èé°±¤§é”‰é” - §”¨è°°“’é”è· - §è‰“”°¨è訰°±–è訒é§èè¨JavaC++‰ - –ééè‘è—°CPUè—¤ - 艨·±·è‰–°é è”èé°±…é¨èèé褧¤°èè·”èèè±è¤—è°0.75éè§ èé—¨è0§–¨èéè–è±±°±èèèè§é±è§—è—èé  ¨èé—’¤‰…”¨¨¨—°±—”…‘艗¤§°¨……‰2500  é“’…°&é””“è°è—‘—¨‘艤·  ¤· èèè·èè‰ °https://www.bilibili.com/video/BV1EW411u7th?p=28&vd_source=3fc05c3b7f095e12a12ea***50e2e0a35 - **CS-50** “¤§…èè—§‘cs50…藅门訖艤–·è—éè èé”èéè”è—é‘éè¨ è门腱20é¤é°±éè20¤è门腅è—è—觖¨è訉‰è訖°è—§‘é訑§ ¤èCS50è¨èèèè–°° °https://open.163.com/newview/movie/courseintro?newurl=%2Fspecial%2Fopencourse%2Fcs50.html - **6.0001: Introduction to Computer Science and Programming in Python** èè¨é°‘–‰–¨é”—¨¨è”è§è—¨è§é—é–é‘”¨‰‰“”鉔±–‰è–°¨–褉”¨ —¨è訔¨ Python 3.5 –¨èè¨ °[https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/) - **6.821 è—¨é’è§é** 訰[Structure and Interpretation of Computer Programs](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-001-structure-and-interpretation-of-computer-programs-spring-2005) [6.821 Programming Languages (Fall 2002)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-821-programming-languages-fall-2002) SICPè门艨é—é—éMIT…é—¨èé…—SICPè—¨é’è§éè褨èè…è‘—…**””è¨MIT 6.821** èè - **6.042: Mathematics for Computer Science** è¨é‘è—§‘’·¨°¤’éè–褧è‰é¨ - °‰èé°… - “¨—–—è° - è °[https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015/](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015/) ## §‘ 訤§¤§‘”è - **6.004: Computation Structures** 訰—’è—èèè°é§èè¨è¨è‰‰èèèè酔跒é”è·–¨¤é豑¨’铤¨°¤§…±“è…’ I/O è °[https://6004.mit.edu/web/spring20](https://link.zhihu.com/?target=https%3A//6004.mit.edu/web/spring20) - **6.006: Introduction to Algorithms** è¨è—é—é°¨–”¨è§èé—é觗—è’°“èè¨è°—–¨é—…é’èé—é§è’ °[https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/) - **6.009: Fundamentals of Programming** 訖¨—¨¨…°––¨è訔”¨è±é—éèé…–¨’ Python èè—è·¨—°±’é’’é…èèè–·’èè– °[https://py.mit.edu/spring20](https://link.zhihu.com/?target=https%3A//py.mit.edu/spring20) - **6.004 è—“** 訰[Computation Structures (Spring 2017)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-004-computation-structures-spring-2017) - **6.005 èJava‰** 訰[Software Construction (Spring 2016)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-005-software-construction-spring-2016/) Java訒6.031è· - **6.006 —è** 訰[Introduction to Algorithms (Fall 2011)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011) - **6.008 è** 訰[Introduction to Inference2014‰](https://link.zhihu.com/?target=http%3A//web.mit.edu/6.008/www/videos/) - **6.009 ¨èè** 訰[Fundamentals of Programming](https://link.zhihu.com/?target=https%3A//py.mit.edu/spring21) - **6.033 è—** 訰[Computer System Engineering (Spring 2018)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-033-computer-system-engineering-spring-2018) - **6.034 ·è** 訰[Artificial Intelligence (Fall 2010)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010)[Artificial Intelligence (Spring 2005)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-spring-2005) - **6.041 ’””¨è** 訰[Probabilistic Systems Analysis and Applied Probability (Fall 2010)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041-probabilistic-systems-analysis-and-applied-probability-fall-2010)[Probabilistic Systems Analysis and Applied Probability (Fall 2013)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041sc-probabilistic-systems-analysis-and-applied-probability-fall-2013) - **6.042J è—§‘°°‰** 訰[Mathematics for Computer Science (Spring 2015)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015) ## è駑 è駑¤§‰¤§”è è¨éè鉤‰é—¨è°± - **6.031 èJava‰** 訰[Software Construction](https://link.zhihu.com/?target=http%3A//web.mit.edu/6.031/www/fa20/) èé—¨èèJava‰èè¨é“‰”è訒6.005è· - **6.033 è—·¨** 訰[6.033](https://link.zhihu.com/?target=http%3A//student.mit.edu/catalog/m6a.html%236.033) Computer Systems Engineering (12) - **6.035 è—è訷¨ …**………… 訰[Computer Language Engineering (Spring 2010)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-035-computer-language-engineering-spring-2010)[Computer Language Engineering (SMA 5502) (Fall 2005)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-035-computer-language-engineering-sma-5502-fall-2005) - **6.036 ¨è** …………… 訰[Introduction to Machine Learning (Fall 2020)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-036-introduction-to-machine-learning-fall-2020) - **6.045J è¨è—§’¤§** 訰[Automata, Computability, and Complexity (Spring 2011)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-045j-automata-computability-and-complexity-spring-2011) - **6.046J —èè** 訰[Design and Analysis of Algorithms (Spring 2015)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015) - **6.073 è§é‘‘** 訰[Creating Video Games (Fall 2014)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/comparative-media-studies-writing/cms-611j-creating-video-games-fall-2014) - **6.080/6.089 è—§‘¤§è……………** 訰[Great Ideas in Theoretical Computer Science (Spring 2008)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-080-great-ideas-in-theoretical-computer-science-spring-2008) - **6.170 è·¨‰‘JavaScript‰** 訰[Software Studio](https://link.zhihu.com/?target=https%3A//canvas.mit.edu/courses/4415) è门艔¨RubyRails’JavaScript**…¨‘é**è°¨…¨”¨JavaScript…¨‘……NodeMySQLReact‰ - **6.171 Web””¨‘è·¨** 訰[Software Engineering for Web Applications (Fall 2003)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-171-software-engineering-for-web-applications-fall-2003/) èé—¨è’6.170è·è鑉…¨é‰Web””¨ - **6.172 è§èCè訉** …………… 訰[Performance Engineering of Software Systems (Fall 2018)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-172-performance-engineering-of-software-systems-fall-2018/) èé—¨è褧é§èè…§èé§è“–訉”¨Cèè¨èé—¨è‰è’‰–éèé…è…·“‘Readingsè§ - **6.175 è—““** …………… 訰[Constructive Computer Architecture](https://link.zhihu.com/?target=http%3A//csg.csail.mit.edu/6.175/) èé—¨èéèé—¨é‘è±–¨èè¨Java–C++‰–°–¨èè¨ML–Haskell‰,6.0046.005 - **6.207J è—‘** 訰[Networks (Spring 2018)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/economics/14-15j-networks-spring-2018) - **6.338J èè—** 訰[Parallel Computing (Fall 2011)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/mathematics/18-337j-parallel-computing-fall-2011) - **6.801 ¨è§è§‰** 訰[Machine Vision (Fall 2020)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-801-machine-vision-fall-2020) - **6.803 ·è** 訰[The Human Intelligence Enterprise (Spring 2019)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-803-the-human-intelligence-enterprise-spring-2019) - **6.804J è—§‘** 訰[Computational Cognitive Science (Fall 2004)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/brain-and-cognitive-sciences/9-66j-computational-cognitive-science-fall-2004) - **6.811 è…** 訰[Principles and Practice of Assistive Technology (Fall 2014)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-811-principles-and-practice-of-assistive-technology-fall-2014) - **6.813 ”¨·éèèè·** 訰[User Interface Design and Implementation (Spring 2011)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-831-user-interface-design-and-implementation-spring-2011) - **6.815/6.865 °—è—** 訰[Digital and Computational Photography](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/media-arts-and-sciences/mas-531-computational-camera-and-photography-fall-2009/syllabus/) - **6.816/6.189 ¤¤¨–¨è‰** 訰[Multicore Programming Primer (January IAP 2007)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-189-multicore-programming-primer-january-iap-2007) è门艤–…觰”¨è¤¤¨–¨è‰ - **6.819/6.869é§è—è§è§‰** 訰[Advances in Computer Vision (12)](https://link.zhihu.com/?target=http%3A//6.869.csail.mit.edu/sp21/) - **6.820 ¨** 訰[Fundamentals of Program Analysis (Fall 2015)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-820-fundamentals-of-program-analysis-fall-2015) - **6.837 è—** 訰[Computer Graphics (Fall 2012)](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-837-computer-graphics-fall-2012/) - **18.404/6.840 è—è** 訰[Theory of Computation (12)](https://link.zhihu.com/?target=https%3A//math.mit.edu/~sipser/18404/) ## “§‘ - **6.034: Artificial Intelligence** 訑”·èè訰é—é角– 6.034 ””èè¤éèè…觖‘èè觅·“è—é—éè§è訰é—é角¨è·¨”¨è§è§é—éè§è§‰’è訨è—角觱–锨 °[https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/) [https://ai6034.mit.edu/wiki/index.php?title=Main_Page](https://link.zhihu.com/?target=https%3A//ai6034.mit.edu/wiki/index.php%3Ftitle%3DMain_Page) - **6.033: Computer Systems Engineering (CI-M)** 訅‰…è—è’·¨éé…§¤§”¨· - ¨è蓤§¨—–§è‘‘‰…¨’é§é”‘¨§’è°§¤è—¤±“ °[https://web.mit.edu/6.033/www/](https://link.zhihu.com/?target=https%3A//web.mit.edu/6.033/www/) - **6.031: Elements of Software Construction** è‘’–‰…¨—é”è“觔“”èé…è§è’è蔨”’è–èè±°±’訤§é‘è±–¨è訑–¨…é’’…±…‘é”°–¨…·‰°’éé° °[https://web.mit.edu/6.031/www/sp20/](https://link.zhihu.com/?target=https%3A//web.mit.edu/6.031/www/sp20/) - **6.036 Introduction to Machine Learning** ¨’é角¨—’””¨é—é訧è§è±±¨’蔑ééé°”§‘¤¨’‘‰– °[https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/about](https://link.zhihu.com/?target=https%3A//openlearninglibrary.mit.edu/courses/course-v1%3AMITx%2B6.036%2B1T2019/about) - **6.045: Automata, Computability, and Complexity** …è—‰é—é°è—è§é—éèè‘éè‰é訔跒餧‰è§“é—騅é—é”éè—é—éèè±èè¨è…–é—é… Church-Turing è–P NP é—éé§ °[https://people.csail.mit.edu/rrw/6.045-2020/](https://link.zhihu.com/?target=https%3A//people.csail.mit.edu/rrw/6.045-2020/) - **6.046: Design and Analysis of Algorithms** é—èè谨跉”¨–é…’‘’“訖¨è—‘é”—’è·é§éè…‘è—°—è—¤é’éè—“’èè— °[https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015/](https://link.zhihu.com/?target=https%3A//ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015/) ## 駧‘ 駧‘¤èé¨è”è&…è - **6.824: Distributed Systems** è¨èèè±’°é…¨èè‘–¨‘¨‰…¨§’é”è °[https://pdos.csail.mit.edu/6.824/](https://link.zhihu.com/?target=https%3A//pdos.csail.mit.edu/6.824/) - **6.828: Operating System Engineering** 訔“·¨èè’°è§ UNIX ’”è–”é…è…¨–…–è°”¨è¨é—éè°’è’é—¤’餉¨ C –°“‰ x86 °[https://pdos.csail.mit.edu/6.828/2019/schedule.html](https://link.zhihu.com/?target=https%3A//pdos.csail.mit.edu/6.828/2019/schedule.html) - **6.829: Computer Networks** …¨‘è–·…èè¨è·èè訓–é—°‘¨“–°·ééé觨’訧‘¨èè‰”è– Internet ””¨¨è¤è·±’”¨“…–è·—§èè訨¤é—é訰§é¤§è”‘èè–’è° °[https://web.mit.edu/6.829/www/currentsemester/](https://link.zhihu.com/?target=https%3A//web.mit.edu/6.829/www/currentsemester/) - **6.830/6.814: Database Systems** 訉°“¤èé…èè–‘””°“é…°’°¨è§è–è–’ °[http://db.csail.mit.edu/6.830/index.phpdb.csail.mit.edu/6.830/index.php](https://link.zhihu.com/?target=http%3A//db.csail.mit.edu/6.830/index.php) ## ·è&AI - [è¨](https://www.coursera.org/learn/machine-learning) - [CS224d: Deep Learning for Natural Language Processing](http://cs224d.stanford.edu/syllabus.html) - [CS221: Artificial Intelligence: Principles and Techniques](http://web.stanford.edu/class/cs221/) - [CS 20: Tensorflow for Deep Learning Research](https://web.stanford.edu/class/cs20si/syllabus.html) - [CS234: Reinforcement Learning](http://web.stanford.edu/class/cs234/schedule.html) - Amazon ¤§[¨‰·±](https://discuss.gluon.ai/t/topic/753) - °¤§—è”° [¨](https://www.coursera.org/learn/ntumlone-mathematicalfoundations) [¨](https://www.coursera.org/learn/ntumlone-algorithmicfoundations) - °¤§[Applied Deep Learning/Machine Learning and Having It Deep and Structured](https://www.csie.ntu.edu.tw/~yvchen/f106-adl/syllabus.html) - [UCB CS188](https://www.bilibili.com/video/av15630620/) - [MIT 6.034](http://open.163.com/movie/2017/9/Q/S/MCTMNN3UI_MCTMNR8QS.html) - – CS229 [è§é‘](http://open.163.com/special/opencourse/machinelearning.html) [è‰](https://github.com/Kivy-CN/Stanford-CS-229-CN) - – CS231n [è§é‘](https://www.bilibili.com/video/av17204303/) [è‰](https://zhuanla ... ...

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