Skip to content

A learning package for research students of computer science.

License

Notifications You must be signed in to change notification settings

neardws/learning-package

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

11 Commits
 
 
 
 

Repository files navigation

learning-package

A learning package for research students of computer science.

Courses

  • Introduction to Algorithms by MIT [Link]
  • Meachine Learning by Prof. Hung-yi Lee [Link]
  • Meachine Learning by Prof. Richard Xu [Link]
  • Deep Learning by Prof. Andrew Ng [Link]
  • Deep Reinforcement Learning by Dr. Shusen Wang [Link]

Books

  • Meachine Learning by Prof. Zhi-Hua Zhou [Chinese]
  • Deep Learning by Dr. Ian Goodfellow, Prof. Yoshua Bengio, and Prof. Aaron Courville [English] [Chinese]
  • Machine Learning Yearning by Prof. Andrew Ng [Chinese]
  • Dive into Deep Learning by Dr. Aston Zhang, Dr. Zachary C. Lipton, Dr. Mu Li, and Dr. Alexander I. Smola [English] [Chinese]

Presentations

  • AIoT as a Service: Framework, Opportunities, and Challenges by Prof. Victor C. M. Leung [Link]
  • Computation Offloading and Task Scheduling on the Network Edge by Prof. Xuemin (Sherman) Shen [Link]
  • Next-generation Real-time Edge System for Vehicle-Infrastructure Collaborative Autonomous Driving by Prof. Guoliang Xing [Link]
  • Task Scheduling for Multi-Access Edge Computing in IRS-aided Vehicular Networks by Prof. Nei Kato [Link]
  • Towards Distributed Intelligence in Future Edge Computing by Prof. Jiannong Cao [Link]
  • Vehicle as a Service: How to Leverage Vehicles to Beef Up the Edge by Prof. Yuguang Fang [Link]

Research

  • Google Scholar: Largest Search Engine for Academic Publishing [Link]
  • dblp: Computer Science Bibliography [Link]
  • Conference Partner: Information about Academic Conferences [Link]
  • LetPub: Information about SCI Journals [Link]
  • Academic Accelerator: Wonderful Tool to Accelerate Your Scientific Research [Link]
  • Zotero: Personal Research Assistant [Link]

Coding

Others

  • Machine Learning Notes by Prof. Richard Xu [Link]

About

A learning package for research students of computer science.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published