Halimah went to Singapore Chinese Girls' School and Tanjong Katong Girls' School. She then went to the University of Singapore and got a Bachelor of Laws in 1978. In 1981, she went to the Singapore Bar. In 2001, she completed an Master of Laws at the National University of Singapore (NUS). She got an honorary Doctor of Laws by NUS on 7 July 2016.