# The Course Overview

# Transforming Data Into Knowledge

- Unsupervised Learning
- Supervised Learning 
  - Classification
  - Regression

- Reinforcement Learning


![](https://goo.gl/aKBrdv)

# Types of Machine Learning

<uml>
package Preprocessing{
  [Labels] --> [Training Dataset]
  [Raw Data] --> [Training Dataset] 
  [Test Dataset]  
}
package Learning{
  [Training Dataset] -right-> [Learning Algorithm]
}
package Evaluation{
  [Learning Algorithm] -right-> [Final Model]
  [Final Model] --> [Evaluation Labels]
}
package Prediction{
  [Final Model] -right-> [New Data]
  [New Data] --> [Prediction Labels]
}
</uml>

Visit Sebastian's GitHub repo: https://github.com/rasbt/python-machine-learning-book