The Lions are currently second in the league but leaders Beşiktaş are only first on goal difference.
“I want to celebrate Galatasaray winning the league at the Türk Telekom Arena,” Drogba was quoted as saying by Radikal.
Drogba recently made a surprise visit to the Galatasaray Metin Oktay training grounds in Florya to give his former teammates a moral boost.
The 37-year-old underlined that he beleives Galatasaray will win the league title and that the players must believe in themselves.
“This club has big goals, I believe we will become champions, everybody must believe in themselves,” Drogba told Galatasaray Tv.
Drogba won the league title with Chelsea on the weekend following the 1-0 win over Crystal Palace.
The Blues star has now won four Premier League titles for the south west London based club.
Drogba spent two seasons at Galatasaray and scored 20 goals in 53 games.
The Ivory Coast international won the Süper Lig, Turkish Cup and reached the quarter-final of the Champions League while at the Lions.