What they both said - and the link is by someone who actually knows the code that makes up Android, so she knows how it works from inside (not under the hood - inside the engine).
Apps aren't stored in RAM anyway. You can have tons of apps on the phone and no RAM being used. Apps are stored in what's called NVRAM (non-volatile random access memory) - or ROM (Read Only Memory - except now it's writable, but the data stays there after you turn the phone off - data in RAM doesn't) by most people in the electronics industry. ("ROM" has come to mean the firmware in the phone, but that's really where it resides, not what it is.)
About the only problem you'll see from having too many apps in the phone is that you'll run out of space to install more apps. That's when you start to worry about uninstalling unneeded ones. (And unneeded by you doesn't necessarily mean unneeded by Android, so don't go uninstalling things without asking first.)
I can't emphasize Crash Damage's "Don't be tempted to use any task killers, RAM memory optimizers/boosters" enough. The easiest way to speed up your phone and get better battery life is to uninstall an app like that. (I've run tests on a lot of them.) And don't use apps written by those companies - they clearly don't understand how Android works. Battery savers? Greenify is one that really works. If the phone isn't rooted, you have to run it every day and greenify (actually force stop) all the apps on the list, but tapping one button does it for all of them automatically. (If the phone is rooted, Greenify just freezes the apps unless you run them yourself. It keeps the phone in deep sleep longer, which means less battery use.)
Cache cleaning? Cleaners work, but just look in Settings/General.Storage and you'll see how much cache is being used. 100MB? Don't worry about it. 3GB? Tap it and say yes to clear it. (I normally run about 25-75MB of cache being used [I just checked and had just under 2GB in use, so I cleared it. It won't cause a problem in a 32GB phone, but since I was there, and it was 1 tap ...]) You don't need apps running constantly to check it - they waste more than they save (so do most of the other types of apps Crash Damage mentioned).