Given a family F of k-element sets, S 1 , . . . , S r ∈ F form an r-sunflower if S i ∩ S j = S i ′ ∩ S j ′ for all i = j and i ′ = j ′ . According to a famous conjecture of Erdős and Rado (1960), there isWe come close to proving this conjecture for families of bounded Vapnik-Chervonenkis dimension, VC-dim(F ) ≤ d. In this case, we show that r-sunflowers exist under the slightly stronger assumption |F | ≥ 2 10k(dr) 2 log * k . Here, log * denotes the iterated logarithm function.We also verify the Erdős-Rado conjecture for families F of bounded Littlestone dimension and for some geometrically defined set systems.