Define transfer learning mathematically and conceptually, and explain a scenario where you would apply it in practice.

Interview question asked to Data Scientists interviewing at Plaid, Deloitte, Credit Karma and other companies. Original question asked: Define transfer learning mathematically and conceptually, and explain a scenario where you would apply it in practice..