You get more of an education from a broken amplifier.
However, a working one gives you something to listen to while educating yourself.
Get a copy of Thomas Floyd Electronic Devices, the Electron Flow Version 2nd ed or a similar community college or trade school 2nd year text. Read it, Get a dvm and do some of the power supply experiments with transformer, capacitor, resistor. If you buy a 24 vct transformer (center tap) you are ready for an experiment. 36 vct or 48 VCT allows an even more powerful experiment.
Get some perf board, or a sheet of NEMA CE 1/16" laminate and a yankee drill & #48 bit. Drill some holes. Get a steel box like a recipe card file, and some binder posts for output and RCA jacks for input. Buy some transistors, like MPSA06 and 56, BD139 and 140, MJL4302 and 4281. Get a few 1n4003 and some capacitors and resistors. Get some heat sinks for TO220 and TO247, some insulator material, some heat sink compound, some 24 ga wire in two or 3 colors. Get a WP35 iron, some tin/lead rosin core solder, some diagonal cutters, strippers, 5 way screwdriver, safety glasses. Build an amp. I like the Apex AX6, I'm building one right now on NEMA board, 3.5"x5". Or you can buy a kit from diyaudio store with the parts all included. The writeup of the Honey Badger is very instructive for the names and functions of all the parts.
Does the new amp sound better than the one you bought? Try some difficult material, say a Telearc or similar high quality piano CD. Compare the sound to a real grand piano. Is your new or old amp better? Are your speakers good enough where you can tell any difference? Does the reproduced music sound anything like a real grand piano? Usually not, took me 40 years to find speakers I could afford that sounded anything like real. Is the sound different between headphones (often good at the $25 level) and speakers (usually bad).
Have fun with the hobby.