【北美名校CS课程集锦】2.加州大学伯克利分校CS课程全集


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

今天我们带来本系列第2篇:加州大学伯克利分校CS课程全集的整理。本系列今后将持续保持一周一更的频率,想学习更多请点击关注专栏大学模拟器,点赞支持,或搜索关注公众号(也可以扫描下方二维码):Univ模拟器。最近正在开放大学模拟器论坛注册,可以在公众号后台发邮箱地址获取注册邀请邮件,近期将上传几门UCB的CS课程的含字幕视频。

课程链接

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

说在后面

大学模拟器专栏旨在为广大学习爱好者收集公开/非公开资源,降低在校学生与工作人士的学习成本,提供免费可得的课程培养方案。最终达到降低内卷、打击智商税收割者的目的。

从今天开始,本专栏在之后几个月将陆续发出关于北美名校CS专业的相关课程主页链接,课程主题全面覆盖人工智能(自然语言处理、计算机视觉、增强学习)、机器学习理论与应用、数据结构与算法分析、大数据与并行计算、操作系统与编译原理、网络与信息安全、分布式系统与数据库、机器人、数值分析与计算机基础数学、人机交互、机器人、计算机图形学等方面的内容,目前主要面向Stanford、MIT、UCB、CMU、UIUC、Cornell、Princeton、Caltech、Harvard、UW、Georgia Tech、UT Austin这几所CS强校。

由于本人平时需要上班,现在的文章将主要列出课号、名称与主页链接。其他资源链接将在有精力的时候补上。非常欢迎志同道合的有为青年加入我们(私信我),帮忙收集资料或者发一些与课程相关的学习心得体会。

 

编辑于 2020-01-10


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