The reboot screen is called a kernel panic.
The 3 beeps is a bad sign, it means the boot sequence FAILED the POST (power on self test).. spcifically: 3 beeps = No RAM banks passed memory testing
Which means bad RAM. So, you'll have to replace the RAM or have it taken into an Apple Certified repair center to have them look at it.