I would definately go the used table and vintage receiver route. I was given a Philips 777 belt driven, suspended table that my father bought new 30+ years ago and it sounds great. Initially I made the mistake of getting a newer receiver without Phono Inputs, which forced me to use a cheap Behringer Phono Pre-Amp. I had the chance to buy a 70's Kenwood receiver with 2 phono inputs and I think that sounds much better. Hit garage sales, the Salvation Army, etc. My receiver, although not Marantz quality cost $2, sounds great and is great.
As for speakers, I'd say the same thing, look used. I have a pair of Infinity Primus 162's (great speakers for the $250 or so they were) but there are great vintage options. I recently sold a pair of Acoustic Research AR4x speakers that sounded great, they were just too big. I paid $5 from Goodwill for them and enjoyed them for a few months.
If your interested in this stuff, Audio Karma is a better forum for vintage gear. Kinda like the HeadFi of the vintage audio world. Its all about being vigiliant and in the right place at the right time.