In this talk, we shall discuss the numerical solutions of stochastic differential equations (SDEs). Firstly, we will recall the EM method of SDEs under the Lipschitz condition and local Lipschitz condition, respectively; Secondely, we will discuss the stability of numerical solutions of SDEs; Finlly, we will present some results of numerical solutions of SDEs with irregular coefficients.