Use A NUMBER OF
with countable nouns.
• I have a number of things to do this morning.
• He has a number of chores to finish.
Use AN AMOUNT OF with uncountable nouns.
• She received a large amount of money.
• Fatima measured the amount of sugar she needed for the recipe.