M6

Question 1

AI (Artificial Intelligence)

Answer 1

Intelligence demonstrated by machines

Question 2

ML (Machine Learning)

Answer 2

Study of computer algorithms that can improve automatically through experience and data. Subset of AI. Approach to achieve AI.

Question 3

DL (Deep Learning)

Answer 3

Subset of ML, part of larger family of ML methods based on ANN. One technique to implement ML.
- needs LOTS of labeled data and LOTS of computational power
- can handle high dimensionality data and feature extraction done automatically

Question 4

Types of ML algorithms

Answer 4

• Supervised learning (labeled data)
• Unsupervised learning (unlabeled data)
• Reinforcement learning (no training data)

Question 5

ANN (Artificial Neural Network)

Answer 5

Simple type: perceptron