The following are all good options:
The course will start on 10 January.
The course will start in January.
The course will run from 10 January to 9 March.
From 10 January, there will be a class every Tuesday.
You don't need "on" with precise dates and times. "on" is optional and natural in these phrases:
from then (on)
from this/that moment (on)