Resources for Data, Algorithms, AI, and Research

Collection of resources from internet about data, algorithm, AI, and research.

I have not reviewed all the resources, but all resources are recommended by me or at least one of my labmates or colleagues.


Visualize data
Collect data
Make sense of data (statistics)

Algorithm and Programming

Art of algorithms
Learn programming interactively
Play Python (玩蛇)
Others’ resources collections

Artificial Intelligence

Learn machine learning
Learn from the Giants
Start with the state-of-art packages
  • AliPy Latest Active Learning algorithms in a single Python package
  • Flair State-of-the-art Natural Language Processing framework
The big names


Success in PhD
Think deeply
Listen to the researchers
Start with Grants
Serve in the community
Conduct experiments