excelent

There were two teachers. One of them was good, the other was terrible. I won't say which one. His lectures are unorganized and he obviously spent no time at all preparing. In one lecture he reads a csv file into a Pandas DataFrame, but he wants the Pandas Series to be a numpy array, so he enters the values manually rather than converting it programmatically. He called that a "real world" example.