Deep Learning · TEE · section

MT1A Q1a

Current MT1 and the two teacher backprop examples

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.