Learning SQL Window Functions - The Right Way

Why Window Functions? There is no simple way in SQL to calculate running aggregate on data e.g. for a monthly sales data, we may need to calculate the cumulative sales. Let's take a simple table of sales data. How will I get - Example#1 - Monthly c...