Correct option is D
The correct answer is (d) Deep Learning is a sub-domain of Machine Learning.
Explanation: • Artificial Intelligence (AI) is the broad field of creating systems that can perform tasks requiring human intelligence. • Machine Learning (ML) is a sub-domain of AI that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. • Deep Learning (DL) is a sub-domain of ML that uses neural networks with multiple hidden layers (deep neural networks) to model complex patterns. • Therefore, the correct hierarchy is AI > ML > DL. • Deep Learning enables machines to solve complex problems and use large amounts of unstructured data.
Information Booster: • AI: Aims to create general intelligence. • ML: Focuses on learning from data with algorithms. • DL: Focuses on deep neural network structures for advanced pattern recognition.
Additional Knowledge: (a) Artificial Intelligence is a sub-domain of Machine Learning: Incorrect. AI is the broader field. (b) Machine Learning is a sub-domain of Deep Learning: Incorrect. DL is a sub-domain of ML. (c) Artificial Intelligence is a sub-domain of Deep Learning: Incorrect. DL is a small part of the entire AI domain.