There's things you can improvise, but you can't improvise a vacuum distillation kit or a reflux under inert gas setup. Get yourself a 20-30 piece set. Just buy it. Have it sent to your grandmas if you got to. That can be configured to 100 reactions. You can improvise off of it quite a bit. I've got about that and there's not much I can't do.
On another note, my biggest kinks were;
A) this hot plate stirrer is garbage. This is the cheap one you see sold everywhere for around $40. Skip it. It has a thermistor in it that doesn't let it get hotter than 100°C. It claims to have 250 watts of heating power, but I assure you, looking at the element there's no way it is 250 watts. It has about 5 wraps of fishing line size wire around a cardboard circle that is aluminized on one side and bare cardboard on the other. It wouldn't boil a cup of water. Ever! I got a real one used off of eBay, 650 watts and it will boil water in 2 minutes. It was missing a couple of screws and the stir mechanism needed a little work, so I complained and got it half price, $50 delivered. A note; if you're stir mechanism won't go slow, inside this one is a variable resistor that adjusts with a flat head screwdriver. Turn it up.
B) I heated it another way and 3 times in a row boiled the water into the condenser. You can't pull the vacuum line off if it starts getting vigorous. It's got vacuum on it dumby! You need a valve but until you got one, unscrewing the thermometer housing will work and you can even control how much you let off and maintain some vacuum