The Course Overview
Transforming Data Into Knowledge
- Unsupervised Learning
- Supervised Learning
- Classification
- Regression
- Reinforcement Learning
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