Will the women be given education under Khilafah state?

All people within the Islamic territories irrespective of gender, religion or creed have the right to education. It is an Islamic command to gain knowledge and this applies equally to men and women. 
Education is central to building the Islamic personality and ensuring Islamic culture takes root and both men and women are central to this.