In this paper, an adaptive observer design method based upon the least square approach is presented for an unknown time invariant continuous linear plant. This observer is then implemented in the design of an adaptive pole placement problem for arbitrarily positioning all the poles of the unknown plant. The generated feedback control signal is shown to converge to a desired pole placing state feedback control signal.