# Machine Learning

Go to [[Week 2 - Introduction]] or back to the [[Main AI Page]]

![Machine Learning Venn Diagram](https://i.imgur.com/QKaJPZ0.png)

**Machine Learning, a subset of AI, uses computer algorithms to analyze data and make intelligent decisions based on what it has learned. **

Uses **models** not **rules**.

A solid reference I've used heavily is [Models for machine learning](https://developer.ibm.com/articles/cc-models-machine-learning/) from the IBM developer blog.

## Statistical Algorithms

![Traditional programming flowchart](https://i.imgur.com/WjCMndb.png)

## Machine Learning Models

![Machine learning flowchart](https://i.imgur.com/GLbp7y3.png)

## The three types of machine learning

![Supervised, Unsupervised, and Reinforcement learning](https://i.imgur.com/cZnTB1H.png)

[[Applications for the three types of machine learning]]