Displaying list under each category

I have created a set of categories named RESOURCES and can output these on the webpage.

I also have a number of resources each of which have a title, a category and an uploaded PDF file. I can output a list of these on the webpage.

What I need to do is out put the categories and under each of these list the resources for that category. Can anyone point me in the right direction please?