Iain Murray’s teaching page
I made a summary sheet of some basic maths required for Zoubin Ghahramani’s 2003 Machine Learning course Since then a number of people have asked me if they can use this sheet in their course. Anyone is free to use it. Please take the LaTeX Source and adapt it however you like. Please email me any improvements you make. [Maths crib sheet: PDF, 2up-pdf, DjVu, GoogleViewer, LaTeX Source]
Other teaching activity:
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I taught Markov chain Monte Carlo at the machine learning summer school in
Cambridge in 2009. My lecture
slides (GoogleViewer) and practical notes are available. Videos
of the lectures are available on videolectures.net.
- I gave a double lecture on Gaussian processes for CSC2515, Introduction to Machine Learning, at the University of Toronto in 2008. Slides as PDF (GoogleViewer).
- I gave a lecture on clustering for CSC384H, Introduction to AI, at the University of Toronto in 2008.
- I gave a double lecture on Monte Carlo and MCMC for CSC2535, Advanced Machine Learning, at the University of Toronto in 2008.
- I gave a lecture on MCMC in the Cambridge engineering department’s Machine Learning 2006 Advanced Tutorial Lecture Series.
- I also taught a couple of lectures on Monte Carlo for 4F13 Machine Learning at the University of Cambridge in 2006.
- I gave a general-audience lecture on AI to the Thinking Society at Cambridge University in 2006.
- I was involved in some teaching for Supervised learning 2004. Slides, demos and course work are on the official site.
- I was a TA for and created worked answers for Zoubin’s Unsupervised Learning 2003 course at UCL.
You may also be interested in the notes on my publications page.