[ Information | Syllabus | Outline | Lecture Notes | Projects | Related Links]
Pattern recognition (Wikipedia) and Machine learning (Wikipedia)
Pattern Recognition and Machine Learning (PRML) by Christopher Bishop
Textbook website (Solutions, Errata, etc…) and PRML Datasets
Netlab (NN and PR MATLAB toolbox for Bishop’s PRML textbook)
Statistical Pattern Recognition (StPR) Toolbox [Precompiled Windows XP | Windows7 (32 bit) | Windows7 (64 bit)]
Relevance Vector Machine Toolbox
Data Science competitions (Kaggle)
UCI Machine Learning Repository
Behind the Mic: The Science of Talking with Computers