Al Concepts — Chapter Summary

Machine Learning is an application

Machine Learning is an application of Artificial Intelligence that provides systems the ability to automatically learn and improve from experience wit

Supervised Learning uses labelled data

Supervised Learning uses labelled data to classify or predict. It learns a mapping from input variables to output variables, written as Y = f(X). The

Unsupervised Learning works on unlabelled data

Unsupervised Learning works on unlabelled data and has no specific desired outcome. The model discovers patterns and structure on its own by analysing

Reinforcement Learning is a feedback

Reinforcement Learning is a feedback-based Machine Learning technique in which an agent learns by acting in an environment and receiving positive feed

Deep Learning is a subset

Deep Learning is a subset of Machine Learning that uses deep neural networks with multiple layers. The depth is represented by the number of layers. D