That's going to depend on your price range. you can get a master airbrush kit with a compressor pretty cheap but the compressor is going to be pretty bad and the airbrush will be serviceable at best. If you have a few hundred to spend i would recommend either an Iwata Neo, Iwata Revolution or a Badger Patriot 105. for a compressor i got a cheap one off amazon with a tank, it works great for occasional airbrushing but may not last if you are airbrushing daily. a larger needle may be the way to go as well if you are going to be painting large areas. spraygunner..com is also a good source for airbrush things.
https://www.amazon.com/Master-Airbrush-Multi-Purpose-Airbrushing-Compressor/dp/B00BF0MW9G https://www.amazon.com/gp/product/B01M33C8MV https://www.amazon.com/NEO-Gravity-Feed-Action-Airbrush/dp/B004INERK4/ https://www.amazon.com/Badger-Air-Brush-Co-Patriot-Airbrush/dp/B002W84GTO/
The problem with that kind of compressors are that they don't give out a stable amount of air. That means it may start spitting paint instead of giving a nice constant flow of air/paint. You're going to get all sorts of opinions. Ones will say they work well, some others (like me), would recommend something with an air tank. https://www.amazon.com/Zeny-Airbrush-Compressor-Regulator-Filter/dp/B01M33C8MV/ref=sr_1_2?ie=UTF8&qid=1482100140&sr=8-2&keywords=airbrush+compressor+with+tank
Something like that will do the work, it will last you very long if treated correctly and in the long run will save you some money. If you buy the cheap one, even if you only use it for priming and base coating, you will want to get a better one very soon.
In the end, the choice is yours, of course :)
https://www.amazon.com/dp/B01M33C8MV/ref=cm_sw_r_cp_apa_glt_fabc_3XJHZQBR500FFCA0RB8F
I use this airbrush compressor in my basement and can't hear it running upstairs