Conceptually speaking, there are only three types of memory:
There are many types of memory statistics available. They are all called differently depending on the OS and the type of monitoring tools. Reading and understanding is a matter of figuring out which of the three types is shown where. The biggest confusion comes from counting the same memory multiple times. (Ie Shared memory should be counted only once)