To get started you can start with contributing to documentations, refer#30621. Afterwards you can tackle minor test modification, refer#2287 . Once you get a hang of it, you can start taking more issues, filter them by labels likegood first issues oreasy orhelp wanted labels generally are good for getting started and involved with project.

P.S. Do refer the contribution guidelinescontribution_doc before getting started.