What is the difference between a “function” and a “procedure”?

Generally speaking, we all hear about the functions or procedures in programming languages. However, I just found out that I use these terms almost interchangeably (which is probably very wrong).

So, my question is:

What is the difference in terms of their functionality, their purpose and use?

An example would be appreciated.

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