Authentication:
Authentication is a process of identifying a user based on their credentials(means user id and password).
Authorization:
Authorization is process of determining whether an authenticated user is allowed to access a specific resource or not.
In Short,
Authentication is the process of validating a logged in person with user_id and password
Once a person is authenticated, Authorization is the process who check the person access or not for some places.
The "quick guide"
Identification: Who are you?
Authentication: Prove yourself
Authorization: Here is what you can do?
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