When training in extreme temperatures, consider hydration, proper clothing, and acclimatization methods. In hot environments, focus on fluid replacement to prevent heat exhaustion, while in cold conditions, layer clothing to maintain body heat and avoid hypothermia. Adjust workout intensity and duration accordingly.