Trends & Controversies: SVMs

An interesting article on support vector machines:

SticiGui: Statistics Tools for Internet and Classroom Instruction with a Graphical User Interface

SticiGui: Statistics Tools for Internet and Classroom Instruction with a Graphical User Interface

Machine Learning: Weekly Study Guide

One of the best course outline available online with a complete list of references on the machine learning

Machine Learning: Weekly Study Guide

A free book on "Introduction to Probability"

A pdf of the book is available freely on the website:
Untitled Document

Kernel Machines Homepage

Another incredible website dedicated to a single topic "Kernel machines":

Kernel Machines

VideoLectures - exchange ideas & share knowledge

Awesome website. A great way to enhance your knowledge from these lectures. There are many video lectures.

VideoLectures - exchange ideas & share knowledge

MDL on the Web

Is not it incredible? There is an entire site on the minimum descriptive length on the web. The website has list of papers to read on MDL, demos, list of researchers, topics etc.

MDL on the Web

Machine Learning Courses

Another list of machine learning courses online

Machine Learning Courses

machine learning lectures online

ML and AI courses online:

CS 490D: Introduction to Data Mining

CS 490D: Introduction to Data Mining

CS 583 Fall 2007 Data Mining and Text Mining

CS 583 Fall 2007 Data Mining and Text Mining

COMP 790-090 Research Seminar: Data Mining: Concepts, Algorithms, and Applications

COMP 790-090 Research Seminar: Data Mining: Concepts, Algorithms, and Applications

Boosting HomePage

A great resource on Boosting methods-

Boosting