2023
Semester 2, STATS 2107/7107 Statistical Modelling and Inference
MyUni
Semester 2, MATHS 2203 Advanced Mathematical Perspectives II
MyUni
2021/22
Oxford, TT2022: Prelims Data Analysis
course website
Oxford, HT2022: SB1.2 Computational Statistics
canvas
2020/21
Oxford, TT2021: Prelims Data Analysis
canvas
2019/20
Oxford, MT2019: SB2.1 Foundations of Statistical Inference
course website
Oxford, TT2020: Prelims Data Analysis
course website
2018/19
Oxford, HT2019: Advanced Topics in Statistical Machine Learning
course website
Oxford, TT2019: Prelims Data Analysis
course website
2017/18
Oxford, HT2018: Advanced Topics in Statistical Machine Learning
course website
Oxford, TT2018: Prelims Data Analysis
course website
2016/17
Oxford, HT2017: Data Mining and Machine Learning
course website
2015/16
Oxford, HT2016: Statistical Data Mining and Machine Learning
course website
2014/15
Oxford, HT2015: Statistical Data Mining and Machine Learning
course website
2013/14
UCL: Advanced Topics in Machine Learning - Theory of RKHS
course website
Slides: 1, 2 (updated March 17, 2014)
Notes: Theory of RKHS (updated March 11, 2014)
UCL: Adaptive Modelling of Complex Data - Kernel methods and SVMs
course website
Slides: 1, 2 (updated February 17, 2014)
Exercise sheet: PDF (updated May 14, 2013)
Files: TextData.mat, naive_bayes.m, naive_bayes_gaussianfit.m, gaussexample.m, mixtureexample.m
SVMlight: info, ZIP