Guozhang's Course Notes
Systems
Systems for Large Data
, 2008 Fall, by Prof. Johannes Gehrke. [
notes
]
From Declarative Languages to Scalable Systems, 2009 Spring, by Prof. Christoph Koch. [
notes
]
Statistics and AI
Theory of Statistics
, 2009 Spring, by Prof. Ping Li. [
notes
]
Monte Carlo Methods
, 2009 Spring, by Prof. Dawn Woodard. [
notes
]
Advanced Topics in Machine Learning
, 2010 Spring, by Prof. Thorsten Joachims. [
notes
]
Probabilistic Graphical Models, 2010 Fall, by Prof. Adam Siepel. [
notes
]
Theory
Algorithm Design
, 2008 Fall, by Prof. Bobby Kleinberg. [
notes
]