I’d recommend Sketchup as well. I used the free version to build a model of the house when adding an extension and refitting the garage, kitchen and bathroom, and also for designing some fitted furniture. It’s very good for visualising things from different viewpoints, and as mentioned above, there are a lot of useful prebuilt models online that you can just drop in (Sketchup users have modelled a lot of IKEA furniture, Howdens kitchen units, etc).
I also agree with the tip about using the tutorials. It works a bit differently from conventional CAD packages, and if you just try to start drawing, it is not very intuitive at all. I found that reading the basic tutorials and learning a few shortcut keys completely transformed it for me.
There are a lot of of useful plugins, and I think you can actually do bills of materials and stuff like that, but you would probably have to get into the Professional version, which is expensive.