I'd think about buying a Lee Challenger single stage kit for reloading. It's cheap. It will reload well, but it will be slow going. In addition to the kit with a powder scale, you'll need a set of calipers, the Lee case trimming tool, a chamfer / deburr tool if it doesn't come with the kit. You'll need a solid bench to work off of, or a Lee press stand. You can probably put it all together for about $250 or so. The commercial ammo all runs around a buck a round. For reloads - bullets are the expensive part - as much as .30 a round, but often cheaper for 150 grain pills. Primers are about .03 a round. Powder runs around .12 give or take a good bit depending on how you buy it. Realistically, you can reload 30.06 for around .50 a round. Doesn't take a lot of reloads to pay for the equipment. The downside is the challenger press set up will be some what slow, but not too bad.
Spend a bit more for a turret press by Lee, and you can reload quicker - even in progressive fashion if you want. Spend even more and you can get an electronic powder trickler that will dispense fairly accurate powder charges. You'll get more consistent results this way than most factory ammo.
It's a lot to dive into at first, but makes for an interesting way to spend some down time.