# Learning

I am determined to be a lifelong learner. In spare time, I am an avid reader and interested in writing as well. I hope to publish a book in the future.

### Books

The followings are the books Kaiyuan read.

**Learning in Graphical Models**. Michael I. Jordan. MIT Press. 1999.**Probabilistic Graphical Models: Principles and Techniques**. Daphne Koller and Nir Friedman. MIT Press. 2009.**Pattern Recognition and Machine Learning**. Bishop, Christopher. Springer. 2006.**Linear Programming and Extensions**. Dantzig, George B. RAND Corporation. 1963.**Linear Programming 2: Theory and Extensions**. Dantzig, George B., Thapa, Mukund N. Springer. 2003.**Introduction to Algorithms, Third Edition**. Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest and Clifford Stein. MIT Press 2009.

### Online Courses

The followings are the courses he took online.

**CS229: Machine learning**, Andrew Ng, Stanford.**Algorithms I**, Kevin Wayne, Robert Sedgewick, Princedon.**Machine Learning Foundations**, Hsuan-Tien Lin, NTU.**Machine Learning Techniques**, Hsuan-Tien Lin, NTU.**Text Mining and Analytics**, ChengXiang Zhai, UIUC.

### Miscellaneous

- LaTeX
- Git Tutorials, 廖雪峰.
- SVN