Inventory Categories are the top most level of your inventory system. You can have multiple layers of categories if you wish or you can create a single layer of Inventory Categories that have no child Inventory Categories.
Inventory Places are used to define where your Inventory Locations are placed. Using these you can define logical separates within your organization, multiple Stores, Stockrooms, Distribution Center, etc.