Writing
Tutorial and course notes – shared for reading group and teaching purposes. Also blog posts to support and explain research papers.
Notes
Probability primer
Notes for the ROSEHIPS reading group (TBC).
Introduction to Engineering Pattern Recognition
Guest Lectures for the Advanced Dynamics [MEC452] undergraduate course at the University of Sheffield in the Engineering Dept. A light introduction to machine learning in the context of some engineering examples:
EPR1 | Classifying acoustic emission signals
EPR2 | Regression analysis of wind turbine power curves