lecture 1: introduction to machine learning

Question 1

Definition of Machine Learning

Answer 1

Performance P with respect to Task T improves with Experience E

Question 2

Types of Learning

Answer 2

Supervised Learning
Unsupervised Learning
Semi-Supervised Learning
Reinforcement Learning

Question 3

Types of Supervised Learning

Answer 3

Classification (discrete data)

Regression (continuous data)

Question 4

Types of Unsupervised Learning

Answer 4

Clustering (discrete data)
Dimensionality Reduction (continuous data)

Question 5

Supervised Learning uses what kind of data

Answer 5

Labelled Data

Question 6

Unsupervised Learning uses what kind if data

Answer 6

Unlabelled Data

Question 7

Inductive Reasoning means

Answer 7

not all needed information is available, conclusion uncertain, reach probable conclusions

Question 8

Deductive Reasoning means

Answer 8

all needed information is available, reach logical conclusions