How do alpha and beta particles ionise surrounding particles?

When alpha particles (helium nuclei) or beta particles (electrons) are released in a radioactive decay they carry significant kinetic energy. As they go through the surrounding material they bump here and there occasionally kicking off some electrons from the surrounding atoms which are then ionised, until they finally stop.