Computer Science courses with video lectures

Introduction

• Please check NOTES for general information about this list.
• Please refer CONTRIBUTING.md for contribution guidelines.
• Please feel free to raise any genuine issue you may have, however, it has been noticed that few people open empty issues to raise their GitHub contribution on their account. Such spammers will be blocked.
• You are welcome to contribute, please create PR for actual college/University level courses. Please do not add links for small MOOCs, basic tutorials, or advertisements for some sites/channels.

---

Table of Contents

---

• Introduction to Computer Science
• Data Structures and Algorithms
• Systems Programming
  • Operating Systems
  • Distributed Systems
  • Real-Time Systems
• Database Systems
• Software Engineering
  • Object Oriented Design
  • Software Engineering
  • Software Architecture
  • Concurrency
  • Mobile Application Development
• Artificial Intelligence
• Machine Learning
  • Introduction to Machine Learning
  • Data Mining
  • Probabilistic Graphical Modeling
  • Deep Learning
  • Reinforcement Learning
  • Advanced Machine Learning
  • Natural Language Processing
  • Generative AI and LLMs
  • Computer Vision
  • Time Series Analysis
  • Optimization
  • Unsupervised Learning
  • Misc Machine Learning Topics
• Computer Networks
• Math for Computer Scientist
• Web Programming and Internet Technologies
• Theoretical CS and Programming Languages
• Embedded Systems
• Real time system evaluation
• Computer Organization and Architecture
• Security
• Computer Graphics
• Image Processing and Computer Vision
• Computational Physics
• Computational Biology
• Quantum Computing
• Robotics and Control
• Computational Finance
• Network Science
• Blockchain Development
• Misc

Courses

---

以上为 README 的开头部分。其余内容请阅读原文。 查看完整 README ↗