Can my landlord take me to the court for unpaid rent if I leave property?

Yes, he can demand additional rent depending on what your lease agreement says. It should specify what the termination process is, including the amount of rent owed if you terminate early without sufficient notice.

Can my landlord take me to the court for unpaid rent if I leave property?

What does your lease agreement say? Are you a month -to -month tenant?