If you carry a weapon with you, be it a knife or tear gas, be aware that a perpetrator can take it and point it against you.
Take a self-defense course that suits your needs. This makes you feel more confident. However, a one-time quick course is not sufficient protection in the worst-case scenario because you lack training and practice; you must be aware of this.