You can't calculate the stock's "normal distribution", you can only calculate a moment of a normal distribution or it's functions. In other words - what are u tryign to calculate...volatility, variance, CDF, PDF? If you need the volatility for 20 days, then:
(0.03/(sqrt(1/252)))*sqrt(20/365)...