You can manually set the RAM speed in the BIOS like you asked, but you can also just enable the XMP profile. There should be that option in the RAM options of your BIOS.
XMP profile comes with the recommended speed for your RAM and the recommended timings.
Quick and easy!
Let me know if that works for you.