# MT1A Q1a

Subject: Deep Learning

Exam: TEE

Reader: https://deep-learning-study-room.vercel.app/#tee/read/10/tee-c10-s0

Canonical: https://deep-learning-study-room.vercel.app/read/dl/tee/section/tee-c10-s0/

## Question

**Question (2 marks).** Define deep learning and explain its relationship with AI and machine learning.

## Answer — step by step

Artificial intelligence is the broad goal of building systems that perform tasks associated with intelligence. Machine learning is a subset that learns patterns from data. Deep learning is a subset of machine learning using neural networks with multiple processing layers to learn representations. Thus DL ⊂ ML ⊂ AI. Example: a CNN learning image features is deep learning; a decision tree trained on tabular data is machine learning without being deep learning.