Beat The Heat with Machine Learning Cheat Sheet

Supervised learning algorithms involves direct supervision of operation. We teach or train the machine using data, which means that the data is labelled with the right answer. We use an algorithm to analyse the training data and learn the function that maps inputs with their outputs. The function can then be used to predict output of unknown inputs by generalising from training data. Supervised learning is basically used for two types of problems. Supervised learning requires labelled data, which can be challenging to find or generate if someone else didn't work on a similar project.