Yet Another Computer Science Study Project

Planned

Basics

• 15-213 Introduction to Computer Systems (CMU)
• 18-447 Introduction to Computer Architecture (CMU)
• CS144 Introduction to Computer Networks (Stanford)
• 6.004 Computation Structures (MIT)
• cs194-15 Introduction to Parallel Programming (UCB)

Computer Vision and Machine Learning

• cs231n Introduction to Convolutional Neural Networks for Visual Recognition (Stanford)
• cs229 Machine Learning (Stanford)
• cs230 Deep Learning (Stanford)
• cs230 Neural Networks and Deep Learning (Stanford)
• Deep Learning with PyTorch for Medical Image Analysis (Bilibili)

Architecture and Systems

• 18-742 Advanced Computer Architecture (CMU)
• 6.S081 Operating System Engineering (MIT)
• 6.824 Distributed Systems (MIT)

Parellel Computation

• 15-418 Parallel Computer Architecture and Programming (CMU)
• CS-267 Applications of Parallel Computers (UCB)

A Study Project for 2022-2023