What is the difference between organic and inorganic substances?

It's arbitrary (and some chemicals are classed as both);
but in general organic contains carbon molecules and/or those related to life. It is the chemistry of carbon containing compounds.
Inorganic is everything else and generally do not contain carbon (with some exceptions).