Machine Learning — Chapter Summary

Machine Learning is a subset

Machine Learning is a subset of Artificial Intelligence where systems learn from data to improve performance on a task without explicit programming. M

Supervised learning uses labeled data

Supervised learning uses labeled data, such as a spam filter trained on emails marked spam or not spam. Unsupervised learning finds patterns in unlabe

Deep Learning is a subset

Deep Learning is a subset of Machine Learning that uses artificial neural networks with multiple hidden layers. It learns from large amounts of data a

An Artificial Neural Network is

An Artificial Neural Network is a computational model inspired by the human brain. It has an input layer, hidden layers, and an output layer. The inpu

A neuron is the basic building

A neuron is the basic building block of a neural network. It computes a weighted sum of inputs and bias using z=(Σᵢwᵢxᵢ)+b, then passes the result thr