Triggerable Video Player- Where to start?

^ LMAO...

The problems (which are many here) are that:

1.) You dont have anything with enough power to do video playback. (buffer,memory..etc) The Arduino just wont cut it.

2.) Where are these videos to be house/located even?

Maybe look into using a Raspberry Pi3 or something?