How to spend a weekend getaway in Palm Springs. Enjoy the sun & Snow in one weekend. Take the aerial tramway to San Jacinto Mountain. Tips on what to do in Palm Springs in the Winter season. Spend the morning on a mountain hiking in snow, and an afternoon by the resort pool.