Agua Caliente Casino Rancho Mirage features a casino and a nightclub. Located only seven miles from Palm Springs International Airport and miles east of Los Angeles off I and Bob Hope Drive. The Agua Caliente Casino is a gambling facility, run by the Agua Caliente Band of Cahuilla Indians, in Rancho Mirage, California. . Agua Caliente Resort Casino Spa Rancho Mirage is the only property. The vast and spectacular resort opened on June 22, , outside the Mexican city of Tijuana in Baja California, in what is now the Agua Caliente neighborhood. Nestled in the desert mountains of Rancho Mirage, this California resort offers on-site restaurants and a casino. Guests can visit the spa to indulge in deep-tissue massages, body wraps, or facials. Rooms include free WiFi and a flat-screen. VIEW. The facility has over. Agua Caliente Casino Palm Springs offers an action-packed, hour casino with slots, table games, and high-limit gaming. Featuring ROAM Amenities ROAM. Agua Caliente Casinos are located in Rancho Mirage, Palm Springs, and Cathedral City, CA. Agua Caliente Rancho Mirage sets the standard for luxury with its winning casino floor, incredible outdoor pools, a five-star spa and acclaimed hotel.