The singer, who was recently in India to shoot a dance sequence for the Hindi film "Blue", is keen to re-start her acting career, reported themirror.co.uk.
"I'm taking some acting courses to brush up on my skills. They are going well, but the thought of going in front of an audition panel again scares the life out of me, " said Kylie.
"I think it would be fun to do a Bollywood movie, " she added.
In the 1980s, the 40-year-old had acted in an Australian soap, but for the last couple of decades she has stayed away from acting.