-We study the transverse spin dynamics of trapped polarized Fermi gases in the high temperature limit. In the non-interacting collisionless regime, a magnetic field gradient induces collective spin wave oscillations. In the strongly interacting collisional regime, the dynamics are governed by spin diffusion. These two limits have been extensively studied both experimentally and theoretically, but the crossover between them has received less attention. In this paper, we use a quantum Boltzmann equation to study transverse spin dynamics and show how the excitations evolve from dispersive to diffusive in the high temperature limit. We provide analytical solutions in the two limiting regimes, which agree well with our numerical results.Introduction. -Recently the transverse spin dynamics of cold fermionic atoms has attracted much attention. In the non-interacting collisionless regime, a magnetic field gradient induces collective spin wave oscillations. In the strongly interacting collisional regime, the dynamics are governed by spin diffusion. These two regimes have been studied experimentally and theoretically in cold atoms [1][2][3][4][5][6][7][8][9][10][11][12][13][14][15], liquid helium [16][17][18][19], and solid state systems [20][21][22].Despite the extensive studies of these two regimes, one natural question remains: how does spin transport occur as the system evolves from collisionless to collisional? There have been very few studies of the crossover between these regimes. Cold atoms are ideal for exploring this physics, as one can continuously change the interaction strength [23][24][25]. Here we address the collisionless to collisional crossover in the high temperature limit.In the following, we consider a two-component Fermi gas placed in a cigar shape trap. The long axis is denoted z. Following the protocol in the Toronto experiments [2], we model a gas which is initially prepared with a uniform magnetization in theŷ direction. A magnetic field is applied in theẑ direction. The strength of this field varies linearly with z. The magnetic field gradient causes the spins to form a helix. Spin waves and spin diffusion influences these dynamics. One probes their role through