Most applications are made online through the university website. You will have to send supporting documents, such as exam transcripts and pay an application fee.
Different courses may have different application processes. For example, there may be different deadlines, need for previous qualifications, only having certain intake dates and etcetera.
Admission to Singaporean universities is also increasingly competitive as the number of foreign students allowed to study in different universities is being limited by the government.