Student or Learner
As I know, 'there's no point to' is generally followed by the gerund. In Art Company's Susanna, however, they sing:
"There's no point to start again."
Is the infinitive acceptable too?
The gerund is definitely more natural.
Keep in mind that poetry and song lyrics must maintain the metre.