Convert Pandas Column to DateTime

I have one field in a pandas DataFrame that was imported as string format.

It should be a datetime variable. How do I convert it to a datetime column, and then filter based on date?

Example:

raw_data = pd.DataFrame({'Mycol': ['05SEP2014:00:00:00.000']})