Touch and go in my explanation is, when you land a plane on the runway, let it touchdown with all wheels but do not break or lose speed, and after some seconds gain speed, until rolling and takeoff again.
It is a good practice for approach procedures, lining up with the glide slope, practicing touchdown, and practicing takeoff, climbing, so procedured like SID or STAR.