Below are introductory tutorials for sktime.

Each tutorial is located in its own repository, which contains notebooks and links to a youtube video walkthrough.


The tutorials and videos are based on snapshots of sktime at earlier versions. They explain stable functionality which rarely changes, and most of the content is continuously tested in sktime CI. Nonetheless, there may be outdated parts - in such a case, we would be very thankful for bug reports.

For user guides specific to learning tasks, see our User Guide page. The user guide notebooks are always functional with the most recent stable version.

Introductory tutorial

A general introduction to sktime - for first time users.

Implementing your own estimator

How to implement your own sktime compatible estimator and check its validity.

Advanced forecasting tutorial

Probabilistic and hierarchical forecasting with sktime.