Awesome CS Course
some awesome CS core courses of MIT, UC Berkeley, Stanford and CMU from the Internet.
MIT
| Field | Course |
|---|---|
| Algorithm | 6.006 Introduction to Algorithms |
| Operation System | 6.828 Operating Systems |
| Distributed System | 6.824 Distributed Systems |
| Computer Network | 6.207[J] Networks |
| Computer Architecture | 6.004 Computation Structures |
| Compilers | 6.035 Computer Language Engineering |
| Database | 6.830/6.814: Database Systems |
| 计算机程序的构造和解释 | 6.001 Structure and Interpretation of Computer Programs |
Stanford
| Field | Course |
|---|---|
| Operation System | CS 107 Computer Organization & Systems |
| CS 107E Computer Systems from the Ground Up | |
| CS 110 Principles of Computer Systems | |
| CS 140 Operating Systems | |
| CS 240 Advanced Topics in Operating Systems | |
| Algorithm | CS 161 Design and Analysis of Algorithms |
| Computer Network | CS 155 Computer and Network Security |
| Compilers | CS 143 Compiler construction |
| Database | CS 245 Principles of Data-Intensive Systems |
| ML | CS 221 CS221: Artificial Intelligence: Principles and Techniques |
| Numerical Optimization | CME 304 Numerical Optimization |
CMU
| Field | Course |
|---|---|
| Algorithm | 15-451/651: Algorithms |
| Operation System | 15-213 Introduction to Computer Systems |
| Distributed Systems | 15-440 Distributed Systems & course profiles |
| Computer Network | 15-441/641 Computer Networks |
| Computer Architecture | 18-447 Introduction to Computer Architecture |
| Compilers | 15-411 Compiler Design |
| Database | 15-445/645 Database Systems |
UC Berkeley
| Field | Course |
|---|---|
| Algorithm | CS61B Data Structures |
| Operation System | CS162 Operating Systems and System Programming |
| Computer Network | CS168 Introduction to the Internet |
| Computer Architecture | CS152 Computer Architecture and Engineering |
| Compilers | CS164 Programming Languages and Compilers |
| Database | CS186 Introduction to Database Systems |
| 计算机程序的构造和解释 | CS61A Structure and Interpretation of Computer Programs && SICP of Python 描述 中文版 |
| AI | CS188 Introduction to Artificial Intelligence |
| ML | CS189 Introduction to Machine Learning |
All courses of UC Berkeley can be found in EECS Course WEB Sites.
Shanghai Jiao Tong University
| Field | Course |
|---|---|
| Reinforcement Learning | CS26015, Fall 2019 |
NYU
| Field | Course |
|---|---|
| Machine Learning | DS-GA 1003, Spring 2019 |
Summary
CS courses of university are helpful for us to learn computer science.As long as we stick to the right direction, keep working hard and adjust ourselves, everyone will make progress!
Reference
- chaozh/MIT-6.824
- aQuaYi/MIT-6.824-Distributed-Systems
- 机器学习最好的课程是什么？
- MIT pdos GitHub
- 研究了美国四大计算机名校的培养方案，核心课程都在这了
- awesome-courses
- 全民CS、校训就是搬砖，这所学校计算机顶尖是有原因的
- 为了培养计算机学生，这所学校把地租给科技公司，没想到......
- 麻省理工学院是如何培养计算机学生的
- UC Berkeley EECS系是如何培养计算机学生的
- CMU 2015 15-213 BiliBili videos
- 知乎-如何的才能更好的学习MIT6.824Distributed System课程？
- GitHub-phil-opp/blog_os
- oscourse-tsinghua/rcore_plus
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