Q1. [1] § 2.1 Revisiting AI, ML, DL § 2.2 Modelling § Test Yourself (MCQs and Assertion-Reasoning)
State True/False : Machine learning and Deep learning are part of Artificial Intelligence, but not everything that is Machine learning will be Deep learning.
Previously asked in CBSE board exam
2025 104/S Q2 (iii)
Generated by claude-sonnet-4-6 · 2026-06-21 03:19 · grounding rag
Model Answer
True. ML and DL are both subsets of AI, but DL is a specific subset of ML (not all ML is DL), as DL uses multiple ML algorithms together to train on vast data.
Source: Chapter 2, Section 2.1 – Revisiting AI, ML, DL
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Explanation
The Venn diagram in the textbook shows AI as the outermost circle, ML inside it, and DL as the innermost circle within ML. This confirms: all DL is ML, but not all ML is DL. Examiners expect you to state "True" and briefly justify using the subset relationship.
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