You are allowed to place up to 3 ad units per page, and only one of each size. The choice is up to you depending on design requirements for your site, but above the fold placements will generally generate higher eCPM than below the fold placements.
It is very important that you do not exceed this maximum of 3 ad units. Sites found placing more than this are at risk of having their accounts banned from the network.