Lecture slides Current version as of April 2, 2022. Annotated lecture slides Section 1: Introduction. Section 2: Measure-preserving transformations; ergodic theorems. Section 3: Forecasting. Section 4: Spectral theory. Please note that theorem numbering in the annotated slides has inconsistencies since some of the slides were added in the PDFs after the lectures were given.