Herself’s Artificial Intelligence

Video Lectures.net has flash formatted video lectures. Right now there are many on computer science including Data Mining, Data Visualization, Fuzzy Logic, Image Analysis, Information Extraction, Information Retrieval, Machine Learning ( 326 lectures! ), Robotics, The Semantic Web and Text Mining.

Or you can try one of the many MIT Computer Courses These usually list the text book, have a syllabus, lecture notes, sometimes videos and homework and test problems and solutions.

Also there is MIT’s Introduction to Neural Networks

And Introduction to Machine Learning a PDF textbook draft you can download.

There are also many documents on Machine Learning at Scribd.

UCI Machine Learning Repository has over 160 data sets for you to use to test and develop your AI.