courses
COURSES
Mathematics
- Mathematics
for CS, MIT
- Advanced
Algorithms, MIT, Erik Demaine
Combinatorics
- Combinatorial analysis,
MIT, Richard Stanley
- Combinatorial
analysis, MIT, Sara Billey
Mathematical statistics
- diverse courses,
S.R.Srinivasa Varadhan, NYU
- Mathematical
statistics, Auckland
Algebraic geometry
- 18.725:
Introduction to Algebraic Geometry, Ravi Vakil, MIT
Information theory
- Information Theory
for Imaging Science, RIT
- Information Theory,
T. Cover, Stanford
- A
Short Course in Information Theory, D, MacKay, Cambridge Univ.
- Information Theory,
J. Goldberger, Hebrew Univ of Jerusalem
Machine learning
- Advanced
machine learning, M. Hauskrecht, University of Pittsburgh
NLP and text mining
- Text
Information Retrieval, Mining, and Exploitation, Chris Manning,
Stanford