The preliminary versions of the lecture slides can be found below. The slides may still be updated during the course. The lectures are prerecorded and published (at the latest) on Mondays and Wednesdays.
Recommended supplementary reading: J. Kaipio and E. Somersalo, Statistical and Computational Inverse Problems, Springer, 2005 (mainly Chapters 2 and 3), and D. Calvetti and E. Somersalo, Introduction to Bayesian Scientific Computing. Ten Lectures on Subjective Computing, Springer, 2007.