Strategies to overcome gym anxiety include familiarizing oneself with the gym environment before workouts. Setting small, achievable goals can boost confidence and create a sense of accomplishment. Engaging in workouts with a friend or personal trainer can provide support. Additionally, focusing on personal progress rather than comparisons to others can foster a more positive gym experience.