How do I sew my own flat bed sheets?

I would like to make my own bedsheets from some funky fabric I have seen. If it works I will make some for my nieces and nephews out of their favourite character prints and patterns. Is it as ‘simple’ as buying cotton fabric and hemming the sides and ends? Do I need to wash the fabric first?

Is this an easy enough project for a beginner?

Thanks :)