My installation is quite new, I don’t have any plugin activated yet.
I don’t know how to flush the cache you mentioned. I’m using the theme twenty fourteen to match the one used in the course I’m doing, I changed it to twenty sixteen and the problem disappeared, I’ll wait to see if it appears again