World Class

简单记录学习的书籍、课程和资料🧠

参考大佬的自学指南CS自学指南
简单记录下我的学习

C++基础

课程

侯捷老师全套课程

C++2.0新特性

C++STLStandardLibrary——architecure&sources

C++MemoryManagement

书籍

C++ Primer Plus (豆瓣)

Linux高性能服务器编程 (豆瓣)

C++并发编程实战 (第2版) (豆瓣)

并行计算

课程

Stanford CS149 Parallel Computing

• 先修要求：计算机体系结构，C++
• 课程介绍：From smart phones, to multi-core CPUs, to GPUs, to AI accelerators, to the world’s largest supercomputers and web sites, parallel processing is ubiquitous in modern computing. The goal of this course is to provide a deep understanding of the fundamental principles and engineering trade-offs involved in designing modern parallel computing systems as well as to teach parallel programming techniques necessary to effectively utilize these machines. Because writing good parallel programs requires an understanding of key machine performance characteristics, this course will cover both parallel hardware and software design
• 课程网站：gfxcourses.stanford.edu/cs149/fall25
• 课程视频：Stanford CS149 I Parallel Computing I 2023 I Kayvon Fatahalian and Kunle Olukotun - YouTube
• 课程资料：[WorldClass/Stanford CS149 Parallel Computing at master · tiny-star3/WorldClass](https://github.com/tiny-star3/WorldClass/tree/master/Stanford CS149 Parallel Computing)
• 预计学时：205 h

分布式系统

课程

MIT 6.824(6.5840) Distributed Systems

• 先修要求：
• 课程介绍：6.5840 is a core 12-unit graduate subject with lectures, readings, programming labs, an optional project, a mid-term exam, and a final exam. It will present abstractions and implementation techniques for engineering distributed systems. Major topics include fault tolerance, replication, and consistency. Much of the class consists of studying and discussing case studies of distributed systems
• 课程网站：6.5840 Home Page: Spring 2026
• 课程视频：【分布式系统 6.824 2020】麻省理工—中英字幕_哔哩哔哩_bilibili
• 课程资料：
• 预计学时：53 h

深度学习

课程

CMU 10-414(714) Deep Learning Systems

• 先修要求
• 课程介绍
• 课程网站：Deep Learning Systems
• 课程视频：Lecture 1 - Introduction and Logistics
  【卡耐基梅隆】CMU深度学习系统（算法与实现）_哔哩哔哩_bilibili
• 课程资料
• 预计学时：62 h