【北美名校CS課程集錦】2.加州大學伯克利分校CS課程全集


https://zhuanlan.zhihu.com/p/102083014

今天我們帶來本系列第2篇:加州大學伯克利分校CS課程全集的整理。本系列今后將持續保持一周一更的頻率,想學習更多請點擊關注專欄大學模擬器,點贊支持,或搜索關注公眾號(也可以掃描下方二維碼):Univ模擬器。最近正在開放大學模擬器論壇注冊,可以在公眾號后台發郵箱地址獲取注冊邀請郵件,近期將上傳幾門UCB的CS課程的含字幕視頻。

課程鏈接

CS C8. Foundations of Data Science

data-8.github.io

CS 9A. Matlab for Programmers

CS 9C. C for Programmers

CS 9D. Scheme and Functional Programming for Programmers

Index of /~cs9d

CS 9E. Productive Use of the UNIX Environment

CS 9F: C++ for Programmers

CS 9G. JAVA for Programmers

CS 9H. Python for Programmers

CS 10. The Beauty and Joy of Computing

CS10 | Fall 2019

CS 47B: Completion of Work in Computer Science 61B

CS 47A. Completion of Work in Computer Science 61A

Index of /~cs47a

CS 39-001: SYMMETRY & TOPOLOGY

CS 39 HomePage Spring 2016

CS 61A. The Structure and Interpretation of Computer Programs

CS 61A Fall 2019

CS61AS: The Structure and Interpretation of Computer Programs

CS61AS Home Page

CS 61B: Data Structures

CS 61B Fall 2019

CS 61BL: Data Structures and Programming Methodology

CS 61C. Machine Structures

CS 61C

CS 70. Discrete Mathematics and Probability Theory

CS70

CS 88. Computational Structures in Data Science

CS 88 Fall 2019

CS 97. Field Study

CS98/198 Directed Group Studies for Advanced Undergraduates

CS98 Seminars

CS C100. Principles & Techniques of Data Science

CS100 Home Page

CS152/ CS252: Computer Architecture and Engineering

Home Page for UCB CS152/CS252, Spring 2019

CS 160. User Interface Design and Development

EECS at UC Berkeley

CS 161 : Computer Security

Computer Security

CS 162. Operating Systems and System Programming

CS 6832: Applied Cryptography

CS 164. Programming Languages and Compilers

Programming Languages and Compilers, Spring 2019

CS 168. Introduction to the Internet: Architecture and Protocols

CS 169. Software Engineering

Software Engineering (Spring 2019)

CS 170. Efficient Algorithms and Intractable Problems

CS 170

CS 171. Cryptography

CS 172. Computability and Complexity

CS172 Home Page

CS 174. Combinatorics and Discrete Probability

CS174 Home Page

CS 176. Algorithms for Computational Biology

CS176 Home Page

CS 182. Designing, Visualizing and Understanding Deep Neural Networks

CS182 Home Page

CS 184. Foundations of Computer Graphics

CS184 Home Page

CS 186. Introduction to Database Systems

CS186 Home Page

CS 188. Introduction to Artificial Intelligence

Introduction to Artificial Intelligence, Fall 2019

CS 189. Introduction to Machine Learning

CS 189

Chem/CS/Phys191: Qubits, Quantum Mechanics, and Computers

C191 Quantum information

CS 194. Special Topics

CS194 Seminars

CS 195. Social Implications of Computer Technology

Social Implications of Computer Technology

CS98/198 Directed Group Studies for Advanced Undergraduates

CS198 Seminars

CS C200A. Principles and Techniques of Data Science

CS C249A. Introduction to Embedded Systems

CS 250. VLSI Systems Design

Home Page for UCB CS250, Spring 2017

CS 252. Graduate Computer Architecture

Home Page for UCB CS152/CS252, Spring 2018

CS 260A. User Interface Design and Development

EECS at UC Berkeley

CS 261. Security in Computer Systems

Systems Security

CS 262A. Advanced Topics in Computer Systems

EECS at UC Berkeley

CS 262B. Advanced Topics in Computer Systems

CS262A Home Page

CS 263. Design of Programming Languages

CS263 Home Page

CS 264. Implementation of Programming Languages

CS264 Home Page

CS 265. Compiler Optimization and Code Generation

CS C267. Applications of Parallel Computers

CS W267. Applications of Parallel Computers

CS 268. Computer Networks

CS268 Home Page

CS 270. Combinatorial Algorithms and Data Structures

CS270 Home Page

CS 271. Randomness and Computation

CS 273. Foundations of Parallel Computation

CS273 Home Page

CS 274. Computational Geometry

CS 274: Computational Geometry

CS C280. Computer Vision

CS280: Computer Vision

CS C281A. Statistical Learning Theory

CS281A Home Page

CS281B: Advanced Topics in Learning and Decision Making

CS281B Home Page

CS 282A. Designing, Visualizing and Understanding Deep Neural Networks

CS 284A. Foundations of Computer Graphics

CS 284B. Advanced Computer Graphics Algorithms and Techniques

CS 285. Deep Reinforcement Learning, Decision Making, and Control

CS285 Home Page

CS 286A. Introduction to Database Systems

CS 286B. Implementation of Data Base Systems

CS 287. Advanced Robotics

EECS at UC Berkeley

CS 287H. Algorithmic Human-Robot Interaction

EECS at UC Berkeley

CS 288. Natural Language Processing

EECS at UC Berkeley

CS 289A. Introduction to Machine Learning

EECS at UC Berkeley

CS 294. Special Topics

CS294 Seminars

CS 302. Designing Computer Science Education

CS302 : Designing Computer Science Education

CS 370. Adaptive Instruction Methods in Computer Science

CS370 Fall 18

EECS 16A. Designing Information Devices and Systems I

EE16A Home Page

EECS 16B. Designing Information Devices and Systems II

EE16B Home Page

EECS 47F. Completion of work in Computer Science 70

EE C106a/206a | Introduction to Robotics

Home

EECS C106B. Robotic Manipulation and Interaction

EE106B Home Page

說在后面

大學模擬器專欄旨在為廣大學習愛好者收集公開/非公開資源,降低在校學生與工作人士的學習成本,提供免費可得的課程培養方案。最終達到降低內卷、打擊智商稅收割者的目的。

從今天開始,本專欄在之后幾個月將陸續發出關於北美名校CS專業的相關課程主頁鏈接,課程主題全面覆蓋人工智能(自然語言處理、計算機視覺、增強學習)、機器學習理論與應用、數據結構與算法分析、大數據與並行計算、操作系統與編譯原理、網絡與信息安全、分布式系統與數據庫、機器人、數值分析與計算機基礎數學、人機交互、機器人、計算機圖形學等方面的內容,目前主要面向Stanford、MIT、UCB、CMU、UIUC、Cornell、Princeton、Caltech、Harvard、UW、Georgia Tech、UT Austin這幾所CS強校。

由於本人平時需要上班,現在的文章將主要列出課號、名稱與主頁鏈接。其他資源鏈接將在有精力的時候補上。非常歡迎志同道合的有為青年加入我們(私信我),幫忙收集資料或者發一些與課程相關的學習心得體會。

 

編輯於 2020-01-10


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