Gamma-ray burst (GRB) 150910A was detected by {it Swift}/BAT, and then rapidly observed by {it Swift}/XRT, {it Swift}/UVOT, and ground-based telescopes. We report Lick Observatory spectroscopic and photometric observations of GRB~150910A, and we investigate the physical origins of both the optical and X-ray afterglows, incorporating data obtained with BAT and XRT. The light curves show that the jet emission episode lasts $sim 360$~s with a sharp pulse from BAT to XRT (Episode I). In Episode II, the optical emission has a smooth onset bump followed by a normal decay ($alpha_{rm R,2} approx -1.36$), as predicted in the standard external shock model, while the X-ray emission exhibits a plateau ($alpha_{rm X,1} approx -0.36$) followed by a steep decay ($alpha_{rm X,2} approx -2.12$). The light curves show obvious chromatic behavior with an excess in the X-ray flux. Our results suggest that GRB 150910A is an unusual GRB driven by a newly-born magnetar with its extremely energetic magnetic dipole (MD) wind in Episode II, which overwhelmingly dominates the observed early X-ray plateau. The radiative efficiency of the jet prompt emission is $eta_{gamma} approx 11%$. The MD wind emission was detected in both the BAT and XRT bands, making it the brightest among the current sample of MD winds seen by XRT. We infer the initial spin period ($P_0$) and the surface polar cap magnetic field strength ($B_p$) of the magnetar as $1.02 times 10^{15}~{rm G} leq B_{p} leq 1.80 times 10^{15}~{rm G}$ and 1~ms $leq P_{0}vleq 1.77$~ms, and the radiative efficiency of the wind is $eta_w geq 32%$.