I have way too many to put them but here's my favorite 10 in no specific order:
Jesus Walks: This one is just IT for me. It stands out because it was daring at the time of its release, and would still be if released today. Plus the choir and the chants in the background are haunting and I love it.
Last Call: Long as hell, but this is when I first started to become a real fan. Ironically, I've bought every album on day one. Anyway, this song just really stood out to me on the first spin of College Dropout.
Runaway: Again, another one of Kanye's tracks where he pushed himself, and that's what I respect most. The lyrics are solid, the production is top notch and the video is different for him. I use to hate this song, but I've grown to appreciate it.
All Falls Down: I just love the sample. Me and my cousins use to re-enact the video all the time because we thought it was cool (we were young and pretty dorky!).
Flashing Lights: Another one of his tracks that took a few listens for me to really appreciate. I do now, more than ever. Sounds good in my car too.
Addiction: Ugh, I can just listen to this song all day, I'm addicted (pun intended).
All of the Lights: Underrated - which sounds a little weird because everyone loves it, but it didn't perform commercially like I expected it to. Everyone involved in this track from Fergie right down to Alicia Keys were rightfully placed. Perfection.
Devil in a New Dress: This song is classic Kanye production in a nutshell for me.
Blame Game: I don't know why I like this track so much, but it's probably because I can relate to it so much when it came out. Plus the skit at the end is pretty funny IMO.
Murder to Excellence (W/Jay-Z): I can fill three songs off 'Watch the Thrown' but besides 'Niggas in Paris' this is my favorite track on the album. I especially love the beat change towards the end.
His albums (in order - IMO, of course):
1 Beautiful Twisted Dark Fantasy
2 College Dropout
3 Late Registration
4 Watch the Thrown (w/Jay-Z)
5 Graduation
6 808s & Heartbreak