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*与斯坦福大学的计算机专业的教学课程对标。 =计算机原理= ==编程方法学== 对标课程:[https://web.stanford.edu/class/cs106a/ Programming Methodology] ==离散数学== 对标课程:[http://web.stanford.edu/class/cs103/ CS103: Mathematical Foundations of Computing] #Richard Johnsonbaugh, Discrete Mathatics, Prentice-Hall, 2005. ==数据结构与算法== 对标课程:[http://web.stanford.edu/class/cs161/ CS 161: Design and Analysis of Algorithms] 对标课程:[http://web.stanford.edu/class/cs166/ CS 166: Data Structures] http://www.cs.princeton.edu/courses/archive/spr10/cos226/info.html #Introduction to Algorithms-Third Edition-The MIT Press (2009) #Algorithms, 4th Edition by Robert Sedgewick and Kevin Wayne #数据结构与算法分析C++描述 ==形式语言与自动机== 自动机与复杂度理论导论 CS154-2010: Introduction to Automata and Complexity Theory 对标课程(Instructor: Jeffrey D. Ullman): http://infolab.stanford.edu/~ullman/ialc/spr10/spr10.html CS154: Introduction to Automata and Complexity Theory 对标课程(Instructor: Omer Reingold):https://see.stanford.edu/Course/cs154 ==编程语言== 对标课程: [https://see.stanford.edu/Course/cs107 CS107 - Programming Paradigms] [https://see.stanford.edu/Course/cs106A CS106A - Programming Methodologies] 对标课程:[https://cs242.stanford.edu CS 242:programming language] #C++, LISP, Python编程语言 Types and Programming Languages, by Benjamin C. Pierce, MIT Press ==编译器== 对标课程:[http://web.stanford.edu/class/cs143/ CS143: Compilers] # Compilers: Principles, Techniques & Tools, by Alfred Aho, Monica Lam, Ravi Sethi, and Jeffrey Ullman. Addison-Wesley, Second edition. ISBN 0-321-48681-1 # Crafting a Compiler, by Fischer, Cytron and LeBlanc, ISBN 0-13-606705-0 # Modern Compiler Implementation in Java (Second Edition), Andrew Appel and Jens Palsberg., Cambridge University Press # Engineering a Compiler, Keith Cooper and Linda Torczon, Morgan Kaufman =计算机硬件与计算机软件= ==系统结构== 对标课程:[http://www-inst.eecs.berkeley.edu/~cs152 CS152 : Computer Architecture] #Computer Architecture: A Quantitative Approach, (计算机系统结构-量化研究方法-[英文版][第五版]) ==操作系统== 对标课程:[http://web.stanford.edu/class/cs140/ CS 140: Operating Systems] ==计算机网络== 对标课程:[http://web.stanford.edu/class/cs244a cs244A: Introduction to Computer Networks] 对标课程:[http://cs244.stanford.edu/ cs244: Advanced Topics in Networking] ==软件工程== 对标课程:[https://see.stanford.edu/Course/CS106A CS106A:Programming Methodology] #Agile编程 #SCRUM,软件开发 ==数据系统== 数据库与大数据系统 CS145:[http://web.stanford.edu/class/cs145/ CS145: Data Management and Data Systems] CS245:[http://web.stanford.edu/class/cs245/ CS245: Principles of Data-Intensive Systems] CS346:[http://web.stanford.edu/cs346 Database System Implementation] CMU CS 15-721 [https://15445.courses.cs.cmu.edu Introduction to Database Systems] CMU CS 15-445 [https://15721.courses.cs.cmu.edu/ Advanced Database Systems] ==人工智能== 对标课程:[http://web.stanford.edu/class/cs121/ CS121: Introduction to Artificial Intelligence] or 对标课程:[http://web.stanford.edu/class/cs221/ CS221: Artificial Intelligence: Principles and Techniques] #Artificial Intelligence - A Modern Approach .3e. Third Edition. ([人工智能:一种现代方法.英文.第三版]) ==机器学习== 对标课程:[http://web.stanford.edu/class/cs229/ CS229: Machine Learning] ==密码学== 对标课程:[http://web.stanford.edu/class/cs255/ CS255:Introduction to Cryptography] =参考= Stanford Engineering Computer Science, https://cs.stanford.edu/academics/courses https://exploredegrees.stanford.edu/coursedescriptions/cs/ https://exploredegrees.stanford.edu/coursedescriptions/ee/ =通俗读物= 改变未来的九大算法, 信息简史, 世界是数字的, 算法之美,
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