Woman can aquire higher education and Rasul saw saId it is wajib for male and female both.
Try to convince your parents with the help of local scholars or elders of the family or relatives. Yes you are doing great job, do not argue with them and do not hurt them.
After the marriage off course you can get the socialisation.