From the CTA website:
The Yellow Line route provides rapid transit train service between Dempster-Skokie and Howard (in Chicago), with connecting service to downtown Chicago via Purple Line Express or Red Line.
This line is also commonly known by its original, service name, the "Skokie Swift."