Supervised Learning

Question 1

What is Supervised Learning?

Answer 1

A type of Machine Learning where the model is trained using a labeled dataset . It learn to map inputs to the correct ones

Question 2

Supervised Learning Problem Type 1

Answer 2

Classification
- used to categorise data into classes, for example spam detection, model learn to identify spam and not spam based on the label

Question 3

Supervised Learning Problem Type 2

Answer 3

Regression
- Used to predict continuous values

Predicting house prices based on feature like location size and number of rooms

Question 4

Real world use of supervised learning

Answer 4

E-commerce sites use supervised learning to predict what a customer is likely to buy next based on their past shopping behaviour.