The Government of Australia offers the opportunity to all students in India to study in Australia. However, the prerequisite is you must first obtain an Australia Student Visa.
The Visa that you will require will depend on how long you want to stay in Australia and your age. It will also depend on the type of study you intend to pursue. You will mostly need a Subclass 500 Student Visa as an overseas student irrespective of your field of study.