比較Yale和CMU的CS課程

來源: 兄貴於 2024-03-24 21:33:51 [檔案] [博客] [舊帖] [給我悄悄話] 閱讀數 : (96011 bytes)

本帖於 2024-03-24 21:53:12 時間, 由普通用戶兄貴編輯

課程取自yale和CMU的兩位畢業生 https://www.youtube.com/watch?v=zPJrRAHiH4w 和https://fanpu.io/courses/ ，他們大學四年的課程。（CMU那位第5年課程沒計入）。毫無疑問，CMU在 rigor上要超過Yale，特別是在system課程方麵，CMU非常吃重，其中OS，Compiler，和 Cloud Computing，每周都得花超過 25小時，Yale畢業基本不需要什麽專業課，也沒有什麽難的課。CMU的SCS要求三門物理化學課，但是可以用AP Physics C (M and EM) 和Chemistry 5分替代，這也是這個學生沒有science課程的原因. 這是yale校報的分析： https://yaledailynews.com/blog/2020/11/29/yale-ranks-124-for-best-global-universities-in-computer-science-faculty-comment-on-lack-of-institutional-support/

	Yale			CMU
	Dept	Num	Course Name	Dept	Num	Course Name
Matched Courses	CPSC	100	Intro Computing & Programming	07	128	Immigration Course
				99	101	Computing at CMU
				15	051	Discrete Math Primer
				07	171	Great Practical Ideas in CS
	Engl	120	Reading & Writing Modern Essay	76	107	Writing about Data
				76	106	Writing about Literature & Art
	Math	120	Calc: Functions Several Variables	21	120	Differential & Integral Calculus
	CPSC	183	Law, Tech & Culture	15	330	Research & Innovation in CS
	CPSC	201	Intro to Computer Science(Racket)	15	150	Principles of Functional Programming
	EENG	201	Intro to Computer Engineering	33	228	Electronics
	CPSC	202	Math Tools for CS	15	151	Math Foundations for CS
	EENG	202	Comm Computation Control	18	358	Introduction to Amateur Radio
	CPSC	223	Data Structures & Prog Techniques	15	122	Principles of Imperative Computation
	Math	225	Linear Algebra & Matrix Theory	21	241	Matrices and Linear Transformations
	CPSC	257	Real world Information Security	15	330	Intro to Computer Security
	CPSC	323	System Programming & Organization	15	213	Intro to Computer System
	CPSC	338	Digital Systems	18	746	Storage Systems
	CPSC	365	Algorithms	15	210	Parallel & Sequential Datastructures & Algorithms
	CLBL	390	Cybersecurity & Cyberwar	98	212	Competitive Computer Security
	GLBL	392	Intelligence & Foreign Policy	84	380	US Grand Strategy
	CPSC	433	Computer Networks	15	641	Computer Networks
	CPSC	467	Crytography & Computer Security	15	356	Introduction to Cryptography
	CPSC	474	Comp Intelligence for Games	98	349	Design & Analysis of Logic Puzzle Games
Math				98	317	Type Theory
				21	122	Integration and Approximation
				21	268	Multi dimensional Calculus
				15	251	Great Ideas in Theoretical CS
				21	301	Combinatorics
				21	484	Graph Theory
				21	355	Principles of Real Analysis
Probability Statistics				15	259	Probability and Computing
Probability Statistics				15	260	Statistics and Computing
Computer Science	CPSC	470	Artificial Intelligence	15	319	Cloud Computing
	CPSC	490	Senior Project	15	451	Algorithm Design and Analysis
	CPSC	427	OO Programming	15	410	Operating Systems Design & Implementation
	CPSC	456	Wireless Technologies	15	445	Database Systems
	BENG	406	Medical Software Design	15	455	Undergraduate Complexity Theory
	EENG	452	Internet Engineering	15	411	Compiler Design
				98	242	Introduction to Esoteric Programming
				15	440	Distributed Systems
				15	354	Computation and Discrete Math
				10	701	Introduction to Machine Learning
				15	855	Computational Complexity Theory
				15	462	Computer Graphics
				15	317	Constructive Logic
				15	459	Quantum Computation
				16	385	Computer Vision
				15	819	Advanced Topics in Programming Language Theory
				15	312	Foundations of Programming Languages
				15	751	A Theorist’s Toolkit
				10	725	Convex Optimization
Science	Phys	180	University Physics
Science	Phys	181	University Physics
Others	Arch	150	Intro to Architecture	70	350	Acting for Business
	PLSC	172	Strategy, Technology and War	79	396	Music & Society in Europe and US
	HIST	221	History of West	85	102	Introduction to Psychology
	CSMC	330	Understanding Soldier Diplomat	18	358	Introduction to Amateur Radio
	PLSC	455	Big Data and Russian Politics	69	151	Intro to Yoga
	HUMS	411	Life Worth Living	80	100	Intro to Philosophy