This project contains the content of a time series course where all coding examples are implemented in Julia. The lecture and problem sets can be found on at the website link above. If you want to have an interactive Julia experience, follow the Binder badges to the actual notebooks and do the time series analyses.
Example of the Hodrick-Prescott-Filter