Yeah, at 12"x10"x15", it's smaller than a mid-tower but certainly not mini-ITX shoebox sized.
Regarding the parts:
- NIC: $80 is steep for a WiFi card. I would recommend a motherboard with 802.11ac onboard
- PSU: 850W is overkill for a single-GPU machine, and $140 is also quite steep for that...