First of all, video decks are unnecessary for the majority of editing applications. It has been replaced by the DVD, which is generally part of the computer. Everything else depends on what you're hoping to do and how much you're willing to spend to do it.
Let's start with the camcorder. What are you going to be videotaping? Kids up a tree, relatives on stage, the next independent smash hit, a documentary on turn signals, whatever you are shooting is going to determine the features you will need. Tape, DVD, flash memory or hard drive are all good choices for recording video. Which is best for you? How are we going to know? And the decision trees go on & on, DV or HDV, one chip or three chip, etc.
Now the computer would appear to be easier to select. It seems to depend mainly on what you want to spend, laptop or desktop, serious editing requires a dedicated NTSC video monitor but home movies are fine without one, are you a PC person, a Mac maniac or a linux lover, how are you planning to archive your source & master footage. The only thing easier about selecting your computer is that all the brands will offer computers with all the various configurations you decide you'll need. But none of them are inherently better for beginners.
Now since I've been teaching video to ordinary folks for the past twenty years or so, I'm guessing your answer to the question of what you're planning on shooting is, "I'm not sure, maybe a bit of everything." If that's the case, it really doesn't matter what you choose. You can select equipment that will look good in the closet because that's where it generally ends up. Video production can be difficult & demanding. Or a joy at every moment of your production process. If your tools are awkward or difficult to operate, chances are you won't keep at it. So if you're not sure what your primary subjects will be, look for equipment that fits your lifestyle. Try to find a camcorder that is comfortable in your hands, where the buttons are right where you expect them and has the right mix of auto & manual controls.
There is no particular outfit "thats good for beginners to start making movies" for everyone. It is all very personal. But the place to start is with your camcorder. Think about format issues to start out. If you don't already have a high-def television, will a HDV camcorder be an asset or just confusing? People shooting huge amounts of raw footage that will be archived are best served with a tape based system. But impatient or folks in a hurry would do better with either flash memory or hard drive recording. You have to think about what you want to do. And if you're still not sure what you will be shooting, what makes you think you'll know any better after you've spent a ton of money on video equipment?
But if you need advice concerning the relative value of different options for the kind of videos you're hoping to make, the folks on this site are absolute killers. They'll point out problems or usefulness in areas neither of us has even thought about. So your instincts have been good, you just need to focus in on what is important TO YOU.