Yes. You do need car insurance if you are driving under a learner’s permit If you are driving with a learner’s permit, you must carry insurance, just as if you had a regular license. The insurance must comply to the minimums of the state in which you are driving.
Many people are covered by their parents’ insurance while they are learning, but not all. You should definitely talk with your agent if you are allowing somebody new, to drive your car.