UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd9 in position 8: invalid continuation byte code example
Example 1: UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe9 in position 2892: invalid continuation byte
As suggested by Mark Ransom, I found the right encoding for that problem.
The encoding was "ISO-8859-1", so replacing
open("u.item", encoding="utf-8")
with
open('u.item', encoding = "ISO-8859-1")
will solve the problem.
Example 2: UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe7 in position 5: invalid continuation byte
pd.read_csv('ml-100k/u.item', sep='|', names=m_cols , encoding='latin-1')