Potter left the south coast club to take over at Stamford Bridge on a five year contract in September, but was sacked after only seven months.
The Italian manager filled the vacancy, and his team are now challenging for Europe going into the final stages of the season.
De Zerbi says he has nothing but praise for Potter.