(Vague memory from secondary school science)
I learnt it as acids vs alkali, which I believe that alkali and base are two words for the same thing.
I think it's like a property of a substance, rather than being a thing in itself? So every substance - human sweat, water, apple juice, soap etc - they all have a pH value. We only learnt this about liquids, I'm not sure if solids have a pH value (presumably yes, but they don't really do anything unless they become liquid?)
pH value is on a scale from 1 to 14. With 1 being the most acidic, and 14 being the most alkaline.
7 is neutral. So for example, everything from 1.0 to 6.9 is acidic, but a 5 or 6 is a weak acid, and a 1/2/3 is a strong acid.
Likewise, everything from 7.1 to 14 is alkaline, but a 12-14 pH alkaline is very strong, and an 8 or 9 is weaker.
Water is neutral, so if you dilute acid in water, it will become weaker.
Alkaline and acid can cancel each other out if they are at a similar distance from neutral. So you'd need a pH 6 acid to neutralise a pH 8 alkaline. But a pH 6 acid is not strong enough to neutralise a pH 10 alkaline. You'd need a pH 4 acid for that.
Strong acids and alkalines can be corrosive - e.g. stomach acid, acid used in a lab, acid rain etc.
Weaker acids have a sour taste - vinegar, orange juice are acids.
You can use the acid/alkaline properties of a substance for various uses - for example, toothpaste is alkaline, because it tries to counteract acidic plaque which is excreted in your mouth and can harm your teeth.
Vinegar, as an acid, can be used to clean limescale (which is alkaline) because if you put acid in contact with the lime, it will dissolve it.
Bee stings are acidic but wasp stings are alkaline. So to soothe a wasp sting you want to put a weak acid on it, like cold tea. But if you get stung by a bee you want something alkaline, like baking soda or toothpaste.