How can I change the material of a wall?

Select a wall. Click the i-button to open the Property Inspector. 


Select a color for the specific side of the wall. Note the symbol showing you the direction off the walls and which side the color is related to. 

Click save to apply the changes to the wall and switch to 3d view to check that everything looks as you want.