What is the difference between private and shared assembly?

Assembly which is used by a single application is called as private assembly.It must be placed in the same folder as the application or in the subfolder.
Shared Assemblies are the assemblies that are accessible globally/shared across the machine to all the applications. For using the shared assemblies you need to register the assembly with a strong name in the global assembly cache(GAC).