Course pages 2016–17
Machine Learning and Bayesian Inference
This course is new for 2016-17 and consequently materials will not be available in their entirety from the outset. Part I is available now, and further Parts will follow.
Lecture notes as slides:
- Part I in colour and monochrome.
- Part II in colour and monochrome.
- Part III in colour and monochrome.
- Part IV in colour and monochrome.
- Part V in colour and monochrome.
- Part VI in colour and monochrome.
Lecture notes, four per page:
- Part I in colour and monochrome.
- Part II in colour and monochrome.
- Part III in colour and monochrome.
- Part IV in colour and monochrome.
- Part V in colour and monochrome.
- Part V in colour and monochrome.
Problem Sheets:
Additional, there is a handout on basic probability and a handout on Gaussian integrals.