Teaching Materials

Honours and Summer Student Projects

• teach a robotic fish on wheels some new moves
• get a computer to learn the game of Go from game records
• develop an interactive graph editor

Available Course Notes

Feel free to use these, with due acknowledgment, in your teaching.

• schedule for the ANU graduate course Overview of Statistical Machine Learning, held in April-June 2006
• Gradient Methods for Machine Learning, PDF slides for a course I taught at the 2005 Machine Learning Summer School
• Machine Learning I: Algorithms and Applications, an undergraduate course last taught 2003 at the ETH Zürich
• an introductory neural network course I taught with Fred Cummins at the Politecnico di Milano in 1999