Tube would be a whole lot easier to work with. For an initial project I suggest that you rebuild an old dynaco amp. If that goes well you will have learned a bit about how amps work, and aquired soldering skill. Solid state amps have components that are easy to damage during assembly, and some ICs are near impossible to solder with manual tools.
Another possibility is to put together a digital amp using the UcD modules from Hypex. This will teach you little about amps, or soldering, but you will end up with a first class piece of gear.
Another possibility is to put together a digital amp using the UcD modules from Hypex. This will teach you little about amps, or soldering, but you will end up with a first class piece of gear.