 Ibrahim attended Sekolah Rendah Kebangsaan Weng in Baling before furthering his studies in Islamic studies at Sekolah Agama Ittifaqiah, Kg Carok Putih, Weng and later Pondok Al-Khariah, Pokok Sena, Seberang Perai.Ibrahim Mahmud attended the University of Tripoli in Libya.He had also studied in India and at Al-Azhar University in Cairo.