You need to memorize each of these pandas functions. - loc() - iloc() - head(n) - tail(n) - info() - shape - columns() - rename() - isnull() - sum() - fillna() - dropna() - describe() Pandas Cheat Sheet -> https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf